Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
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(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)
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Mean-Shifted-Anomaly-Detectionby talreiss
Python 
82 Version:Current License: Proprietary (Proprietary)
Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)
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A Python implementation of the Stochastic Outlier Selection algorithm
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ERT - Ensemble based Reservoir Tool - is designed for running ensembles of dynamical models such as reservoir models, in order to do sensitivity analysis and data assimilation. ERT supports data assimilation using the Ensemble Smoother (ES), Ensemble Smoother with Multiple Data Assimilation (ES-MDA) and Iterative Ensemble Smoother (IES).
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A Java library for the Forecast.io weather API.
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Simple Stock Investment Recommendation System based on Machine-Learning algorithms for prediction and Twitter Sentiment Analysis.
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Data sets and scripts for the publication in Energy and Buildings Data driven prediction models of energy use of appliances in a low-energy house. Luis M. Candanedo, Véronique Feldheim, Dominique Deramaix. Energy and Buildings, Volume 140, 1 April 2017, Pages 81-97, ISSN 0378-7788,
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sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification
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Bayesian time series forecasting and decision analysis
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golang library for computing matrix profiles along with other time series analysis features
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Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package
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anomaly-detectionby opendistro-for-elasticsearch
Java 73 Version:Current License: Permissive (Apache-2.0)
A machine learning plugin in Open Distro for Elasticsearch for real time anomaly detection on streaming data.
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Lisflood OS - LISFLOOD
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convolutional and recurrent estimators for music analysis
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time-series-forecasting-rnn-tensorflowby jiegzhan
Python 73 Version:Current License: Permissive (Apache-2.0)
Time series forecasting
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realtime-chat-with-sentimentby christiannwamba
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Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and parallelization on the cloud to produce accurate forecasts for financial data.
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An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection
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A Sentiment Analysis Tool on Financial Data
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Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series
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使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置
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An automatic code generator for nonlinear model predictive control (NMPC) and the continuation/GMRES method (C/GMRES) based numerical solvers for NMPC
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sentiment is an R package with tools for sentiment analysis including bayesian classifiers for positivity/negativity and emotion classification.
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Jupyter Notebook 70 Version:Current License: No License (No License)
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Emotion analyzer for Japanese text
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PHP Library for fetching realtime forex quotes.
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twitter_sentiment_analysisby prateekjoshi565
Jupyter Notebook 69 Version:Current License: No License (No License)
License: No License (No License)A guide for binary class sentiment analysis of tweets.
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A sentiment and emotion analysis server in Python
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machine-learning-netflowby eraclitux
Jupyter Notebook 68 Version:Current License: Strong Copyleft (GPL-2.0)
Ipython notebook that illustrates effectiveness of machine learning algorithms in anomaly detection of netflow data (inbound/outbound DDoS, etc...)
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Financial-Statements-Text-Analysisby EricHe98
Jupyter Notebook 68 Version:Current License: No License (No License)
License: No License (No License)Documentation and code for downloading, cleaning, munging, and analyzing financial statements filed by publicly traded companies with the SEC
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Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"
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Kaggle-Demand-Forecasting-Modelsby Semantive
Jupyter Notebook 67 Version:Current License: No License (No License)
License: No License (No License)Demand Forecasting Models for Kaggle competition
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Contextual Anomaly Detector
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Code for Deep Anomaly Detection on Attributed Networks (SDM2019)
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Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014
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Baseline Kalman models for trajectory predictions. One is constant velocity LSTM
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:star: An anomaly-based intrusion detection system.
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A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
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Weather Forecast Dashboard
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Just a dead simple set of c macros for working with ring buffers in a generic manner.
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Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
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Computes sentiment analysis of tweets of US States in real-time using Storm.
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Dash app for classifying tweets in real-time
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IMN-E2E-ABSAby ruidan
Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
Python 83Updated: 4 y ago License: Permissive (Apache-2.0)
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isotreeby david-cortes
(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)
C++ 82Updated: 3 y ago License: Permissive (BSD-2-Clause)
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Mean-Shifted-Anomaly-Detectionby talreiss
Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)
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scikit-sosby jeroenjanssens
A Python implementation of the Stochastic Outlier Selection algorithm
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ertby equinor
ERT - Ensemble based Reservoir Tool - is designed for running ensembles of dynamical models such as reservoir models, in order to do sensitivity analysis and data assimilation. ERT supports data assimilation using the Ensemble Smoother (ES), Ensemble Smoother with Multiple Data Assimilation (ES-MDA) and Iterative Ensemble Smoother (IES).
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AnomalyDetectorby Azure-Samples
Samples for the Anomaly Detection API documentation:
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forecastio-lib-javaby dvdme
A Java library for the Forecast.io weather API.
Java 77Updated: 4 y ago License: Weak Copyleft (EPL-1.0)
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twitter-stock-recommendationby alvarobartt
Simple Stock Investment Recommendation System based on Machine-Learning algorithms for prediction and Twitter Sentiment Analysis.
Python 77Updated: 4 y ago License: Permissive (MIT)
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Appliances-energy-prediction-databy LuisM78
Data sets and scripts for the publication in Energy and Buildings Data driven prediction models of energy use of appliances in a low-energy house. Luis M. Candanedo, Véronique Feldheim, Dominique Deramaix. Energy and Buildings, Volume 140, 1 April 2017, Pages 81-97, ISSN 0378-7788,
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happyby luisgustavoneves
JavaScript 76Updated: 5 y ago License: Permissive (MIT)
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sentiment_analysis_albertby hellonlp
sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification
Python 76Updated: 4 y ago License: No License (No License)
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pybatsby lavinei
Bayesian time series forecasting and decision analysis
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go-matrixprofileby matrix-profile-foundation
golang library for computing matrix profiles along with other time series analysis features
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forecastHybridby ellisp
Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package
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anomaly-detectionby opendistro-for-elasticsearch
A machine learning plugin in Open Distro for Elasticsearch for real time anomaly detection on streaming data.
Java 73Updated: 4 y ago License: Permissive (Apache-2.0)
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lisflood-codeby ec-jrc
Lisflood OS - LISFLOOD
Python 73Updated: 2 y ago License: Strong Copyleft (EUPL-1.2)
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cremaby bmcfee
convolutional and recurrent estimators for music analysis
Python 73Updated: 2 y ago License: Permissive (BSD-2-Clause)
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time-series-forecasting-rnn-tensorflowby jiegzhan
Time series forecasting
Python 73Updated: 2 y ago License: Permissive (Apache-2.0)
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realtime-chat-with-sentimentby christiannwamba
JavaScript 73Updated: 4 y ago License: No License (No License)
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finntsby microsoft
Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and parallelization on the cloud to produce accurate forecasts for financial data.
R 73Updated: 2 y ago License: Proprietary (Proprietary)
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TSB-UADby TheDatumOrg
An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection
Jupyter Notebook 72Updated: 2 y ago License: No License (No License)
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verifby WFRT
Software for verifying weather forecasts
Python 71Updated: 2 y ago License: Proprietary (Proprietary)
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ShowMeTheMoneyby chrischris292
A Sentiment Analysis Tool on Financial Data
CSS 71Updated: 5 y ago License: No License (No License)
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Sky-Cast-Capstoneby shellshock1911
Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series
Jupyter Notebook 71Updated: 4 y ago License: Permissive (MIT)
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EVTby DawnsonLi
使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置
Python 70Updated: 2 y ago License: No License (No License)
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autogenu-jupyterby mayataka
An automatic code generator for nonlinear model predictive control (NMPC) and the continuation/GMRES method (C/GMRES) based numerical solvers for NMPC
C++ 70Updated: 4 y ago License: Permissive (MIT)
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sentimentby timjurka
sentiment is an R package with tools for sentiment analysis including bayesian classifiers for positivity/negativity and emotion classification.
R 70Updated: 4 y ago License: No License (No License)
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Reconstruction-by-inpainting-for-visual-anomaly-detectionby plutoyuxie
This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).
Jupyter Notebook 70Updated: 2 y ago License: No License (No License)
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pymlaskby ikegami-yukino
Emotion analyzer for Japanese text
Python 69Updated: 4 y ago License: Proprietary (Proprietary)
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php-forex-quotesby 1Forge
PHP Library for fetching realtime forex quotes.
PHP 69Updated: 4 y ago License: Permissive (MIT)
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twitter_sentiment_analysisby prateekjoshi565
A guide for binary class sentiment analysis of tweets.
Jupyter Notebook 69Updated: 3 y ago License: No License (No License)
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senpyby gsi-upm
A sentiment and emotion analysis server in Python
Python 68Updated: 4 y ago License: Permissive (Apache-2.0)
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machine-learning-netflowby eraclitux
Ipython notebook that illustrates effectiveness of machine learning algorithms in anomaly detection of netflow data (inbound/outbound DDoS, etc...)
Jupyter Notebook 68Updated: 3 y ago License: Strong Copyleft (GPL-2.0)
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Financial-Statements-Text-Analysisby EricHe98
Documentation and code for downloading, cleaning, munging, and analyzing financial statements filed by publicly traded companies with the SEC
Jupyter Notebook 68Updated: 2 y ago License: No License (No License)
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XGBODby yzhao062
Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"
Python 67Updated: 2 y ago License: No License (No License)
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Kaggle-Demand-Forecasting-Modelsby Semantive
Demand Forecasting Models for Kaggle competition
Jupyter Notebook 67Updated: 4 y ago License: No License (No License)
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CADby smirmik
Contextual Anomaly Detector
Python 66Updated: 4 y ago License: Strong Copyleft (AGPL-3.0)
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GCN_AnomalyDetectionby kaize0409
Code for Deep Anomaly Detection on Attributed Networks (SDM2019)
Python 66Updated: 4 y ago License: No License (No License)
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pytorch_sentiment_rnnby vanzytay
Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014
Python 66Updated: 4 y ago License: No License (No License)
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KalmanBaselineby jmercat
Baseline Kalman models for trajectory predictions. One is constant velocity LSTM
Python 66Updated: 2 y ago License: No License (No License)
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A-Detectorby alexfrancow
:star: An anomaly-based intrusion detection system.
Python 66Updated: 4 y ago License: No License (No License)
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CMU-DATFby kami93
Python 66Updated: 2 y ago License: Strong Copyleft (GPL-2.0)
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int-py-notesby holdenweb
Notebooks from Intermediate Python videos
Jupyter Notebook 65Updated: 3 y ago License: No License (No License)
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RAMby lpq29743
A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
Python 64Updated: 4 y ago License: Permissive (MIT)
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Weather-Forecast-Dashboardby vlaine
Weather Forecast Dashboard
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c-generic-ring-bufferby pthrasher
Just a dead simple set of c macros for working with ring buffers in a generic manner.
C 64Updated: 4 y ago License: Permissive (MIT)
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StreamADby Fengrui-Liu
Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
Python 63Updated: 2 y ago License: Permissive (Apache-2.0)
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StormTweetsSentimentAnalysisby P7h
Computes sentiment analysis of tweets of US States in real-time using Storm.
Java 62Updated: 4 y ago License: Permissive (Apache-2.0)
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twitter-sentiment-trackerby dylanjcastillo
Dash app for classifying tweets in real-time
Python 62Updated: 2 y ago License: Permissive (MIT)
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article-downloaderby olivettigroup
Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
Python 62Updated: 4 y ago License: Permissive (MIT)
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