Predictive Analytics Libraries - Page 1

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Anomaly detection related books, papers, videos, and toolboxes

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            pyodby yzhao062

            Python dotstar image 7126 dotVersion:Currentdot
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            A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

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                      trump2cashby maxbbraun

                      Python dotstar image 6183 dotVersion:Currentdot
                      License: Permissive (MIT)

                      A stock trading bot powered by Trump tweets

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                                dartsby unit8co

                                Python dotstar image 5983 dotVersion:Currentdot
                                License: Permissive (Apache-2.0)

                                A python library for user-friendly forecasting and anomaly detection on time series.

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                                          R dotstar image 3499 dotVersion:Currentdot
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                                          Anomaly Detection with R

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                                                    statsforecastby Nixtla

                                                    Python dotstar image 2639 dotVersion:Currentdot
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                                                    Lightning ⚡️ fast forecasting with statistical and econometric models.

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                                                              alibi-detectby SeldonIO

                                                              Python dotstar image 1837 dotVersion:Currentdot
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                                                              Algorithms for outlier, adversarial and drift detection

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                                                                        NABby numenta

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                                                                        The Numenta Anomaly Benchmark

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                                                                                  stocksightby shirosaidev

                                                                                  Python dotstar image 1714 dotVersion:Currentdot
                                                                                  License: Permissive (Apache-2.0)

                                                                                  Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

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                                                                                            orbitby uber

                                                                                            Python dotstar image 1657 dotVersion:Currentdot
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                                                                                            A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

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                                                                                                      swapby florianv

                                                                                                      PHP dotstar image 1269 dotVersion:Currentdot
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                                                                                                      :currency_exchange: Currency exchange rates library

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                                                                                                                Autoformerby thuml

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                                                                                                                About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

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                                                                                                                          archby bashtage

                                                                                                                          Python dotstar image 1104 dotVersion:Currentdot
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                                                                                                                          ARCH models in Python

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                                                                                                                                    luminolby linkedin

                                                                                                                                    Python dotstar image 1095 dotVersion:Currentdot
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                                                                                                                                    Anomaly Detection and Correlation library

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                                                                                                                                              finBERTby ProsusAI

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                                                                                                                                              Financial Sentiment Analysis with BERT

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                                                                                                                                                        forecastby robjhyndman

                                                                                                                                                        R dotstar image 1020 dotVersion:Currentdot
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                                                                                                                                                        forecast package for R

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                                                                                                                                                                  pytorch-tsby zalandoresearch

                                                                                                                                                                  Python dotstar image 994 dotVersion:Currentdot
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                                                                                                                                                                  PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

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                                                                                                                                                                            react-weatherby stage88

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                                                                                                                                                                            A simple weather app built with React Native and Realm

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                                                                                                                                                                                      pygodby pygod-team

                                                                                                                                                                                      Python dotstar image 893 dotVersion:Currentdot
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                                                                                                                                                                                      A Python Library for Graph Outlier Detection (Anomaly Detection)

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                                                                                                                                                                                                datastream.ioby MentatInnovations

                                                                                                                                                                                                Python dotstar image 836 dotVersion:Currentdot
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                                                                                                                                                                                                An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

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                                                                                                                                                                                                          elkiby elki-project

                                                                                                                                                                                                          Java dotstar image 730 dotVersion:Currentdot
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                                                                                                                                                                                                          ELKI Data Mining Toolkit

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                                                                                                                                                                                                                    PyABSAby yangheng95

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                                                                                                                                                                                                                    Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

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                                                                                                                                                                                                                              luminaireby zillow

                                                                                                                                                                                                                              Python dotstar image 674 dotVersion:Currentdot
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                                                                                                                                                                                                                              Luminaire is a python package that provides ML driven solutions for monitoring time series data.

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                                                                                                                                                                                                                                        M4-methodsby Mcompetitions

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                                                                                                                                                                                                                                        Data, Benchmarks, and methods submitted to the M4 forecasting competition

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                                                                                                                                                                                                                                                  SentimentAnalysisby Edward1Chou

                                                                                                                                                                                                                                                  Jupyter Notebook dotstar image 640 dotVersion:Currentdot
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                                                                                                                                                                                                                                                  文本情感分析

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                                                                                                                                                                                                                                                            Weibo-Analystby KimMeen

                                                                                                                                                                                                                                                            Python dotstar image 636 dotVersion:Currentdot
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                                                                                                                                                                                                                                                            Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

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                                                                                                                                                                                                                                                                      MIDASby Stream-AD

                                                                                                                                                                                                                                                                      C++ dotstar image 611 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                      Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

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                                                                                                                                                                                                                                                                                do-mpcby do-mpc

                                                                                                                                                                                                                                                                                Python dotstar image 589 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                Model predictive control python toolbox

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                                                                                                                                                                                                                                                                                          Deep-SVDD-PyTorchby lukasruff

                                                                                                                                                                                                                                                                                          Python dotstar image 588 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                          A PyTorch implementation of the Deep SVDD anomaly detection method

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                                                                                                                                                                                                                                                                                                    DGFraudby safe-graph

                                                                                                                                                                                                                                                                                                    Python dotstar image 559 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                    A Deep Graph-based Toolbox for Fraud Detection

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                                                                                                                                                                                                                                                                                                              timetkby business-science

                                                                                                                                                                                                                                                                                                              R dotstar image 557 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                              Time series analysis in the `tidyverse`

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                                                                                                                                                                                                                                                                                                                        Jupyter Notebook dotstar image 529 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                        时间序列分析教程

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                                                                                                                                                                                                                                                                                                                                  Jupyter Notebook dotstar image 528 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                  Sentiment Analysis Challenge

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                                                                                                                                                                                                                                                                                                                                            Python dotstar image 516 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                            Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

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                                                                                                                                                                                                                                                                                                                                                      Java dotstar image 509 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                      Alarm clock with weather forecast 一款具有天气提醒功能的闹钟

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                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebook dotstar image 505 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                A use-case focused tutorial for time series forecasting with python

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                                                                                                                                                                                                                                                                                                                                                                          fableby tidyverts

                                                                                                                                                                                                                                                                                                                                                                          R dotstar image 498 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                          Tidy time series forecasting

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                                                                                                                                                                                                                                                                                                                                                                                    DeepADoTSby KDD-OpenSource

                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 493 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                    Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

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                                                                                                                                                                                                                                                                                                                                                                                              sentimentalby 7compass

                                                                                                                                                                                                                                                                                                                                                                                              Ruby dotstar image 449 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                              Simple sentiment analysis with Ruby

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                                                                                                                                                                                                                                                                                                                                                                                                        rrcfby kLabUM

                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 441 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                        🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

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                                                                                                                                                                                                                                                                                                                                                                                                                  Surusby Netflix

                                                                                                                                                                                                                                                                                                                                                                                                                  Java dotstar image 440 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                            Curveby baidu

                                                                                                                                                                                                                                                                                                                                                                                                                            JavaScript dotstar image 440 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                            An Integrated Experimental Platform for time series data anomaly detection.

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebook dotstar image 439 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                      Interactive Azure Sentinel Notebooks provides security insights and actions to investigate anomalies and hunt for malicious behaviors.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 424 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                Contrastive Predictive Coding for Automatic Speaker Verification

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          cnsentiby hiDaDeng

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 411 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Chinese sentiment analysis library, which supports counting the number of different emotional words in the text

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 387 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Adaptations and Extensions of Twitter-Related Examples from Mining the Social Web

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 378 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  c-swmby tkipf

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 376 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Contrastive Learning of Structured World Models

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 350 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      anomaly-detection-resourcesby yzhao062
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Anomaly detection related books, papers, videos, and toolboxes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 7165dotUpdated: 1 y agodot License: Strong Copyleft (AGPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                pyodby yzhao062
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 7126dotUpdated: 1 y agodot License: Permissive (BSD-2-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          trump2cashby maxbbraun
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A stock trading bot powered by Trump tweets
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 6183dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    dartsby unit8co
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A python library for user-friendly forecasting and anomaly detection on time series.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 5983dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              AnomalyDetectionby twitter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Anomaly Detection with R
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Rdotstar image 3499dotUpdated: 1 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        statsforecastby Nixtla
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Lightning ⚡️ fast forecasting with statistical and econometric models.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2639dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  alibi-detectby SeldonIO
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Algorithms for outlier, adversarial and drift detection
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1837dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            NABby numenta
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            The Numenta Anomaly Benchmark
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 1723dotUpdated: 1 y agodot License: Strong Copyleft (AGPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      stocksightby shirosaidev
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1714dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                orbitby uber
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 1657dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          swapby florianv
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :currency_exchange: Currency exchange rates library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PHPdotstar image 1269dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Autoformerby thuml
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 1136dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              archby bashtage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ARCH models in Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1104dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        luminolby linkedin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Anomaly Detection and Correlation library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 1095dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  finBERTby ProsusAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Financial Sentiment Analysis with BERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 1052dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            forecastby robjhyndman
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            forecast package for R
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Rdotstar image 1020dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      pytorch-tsby zalandoresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 994dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                react-weatherby stage88
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A simple weather app built with React Native and Realm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                JavaScriptdotstar image 902dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          pygodby pygod-team
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A Python Library for Graph Outlier Detection (Anomaly Detection)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 893dotUpdated: 1 y agodot License: Permissive (BSD-2-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    datastream.ioby MentatInnovations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 836dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              elkiby elki-project
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ELKI Data Mining Toolkit
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Javadotstar image 730dotUpdated: 1 y agodot License: Strong Copyleft (AGPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PyABSAby yangheng95
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 688dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  luminaireby zillow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Luminaire is a python package that provides ML driven solutions for monitoring time series data.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 674dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            M4-methodsby Mcompetitions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Data, Benchmarks, and methods submitted to the M4 forecasting competition
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Rdotstar image 650dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      SentimentAnalysisby Edward1Chou
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      文本情感分析
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Weibo-Analystby KimMeen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 636dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          MIDASby Stream-AD
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          C++dotstar image 611dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    do-mpcby do-mpc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Model predictive control python toolbox
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Deep-SVDD-PyTorchby lukasruff
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A PyTorch implementation of the Deep SVDD anomaly detection method
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 588dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        DGFraudby safe-graph
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A Deep Graph-based Toolbox for Fraud Detection
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 559dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  timetkby business-science
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Time series analysis in the `tidyverse`
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Rdotstar image 557dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Time-Series-Analysis-Tutorialby datamonday
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            时间序列分析教程
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      sunny-side-upby Lab41
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Sentiment Analysis Challenge
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Time-Series-ARIMA-XGBOOST-RNNby Jenniferz28
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          WeatherAlarmClockby kaku2015
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Alarm clock with weather forecast 一款具有天气提醒功能的闹钟
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    time-series-forecasting-with-pythonby jiwidi
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A use-case focused tutorial for time series forecasting with python
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              fableby tidyverts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Tidy time series forecasting
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        DeepADoTSby KDD-OpenSource
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  sentimentalby 7compass
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Simple sentiment analysis with Ruby
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            rrcfby kLabUM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 441dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Surusby Netflix
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Curveby baidu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                An Integrated Experimental Platform for time series data anomaly detection.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                JavaScriptdotstar image 440dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Azure-Sentinel-Notebooksby Azure
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Interactive Azure Sentinel Notebooks provides security insights and actions to investigate anomalies and hunt for malicious behaviors.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Contrastive-Predictive-Coding-PyTorchby jefflai108
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Contrastive Predictive Coding for Automatic Speaker Verification
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              cnsentiby hiDaDeng
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Chinese sentiment analysis library, which supports counting the number of different emotional words in the text
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 411dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        memae-anomaly-detectionby donggong1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Recipes-for-Mining-Twitterby ptwobrussell
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Adaptations and Extensions of Twitter-Related Examples from Mining the Social Web
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  JavaScriptdotstar image 382dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysisby kaushikjadhav01
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 378dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      c-swmby tkipf
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Contrastive Learning of Structured World Models
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 376dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Anomaly-Transformerby thuml
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 350dotUpdated: 1 y agodot License: Permissive (MIT)
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