Predictive Analytics Libraries - Page 1

Anomaly detection related books, papers, videos, and toolboxes

Python 7165Updated: 10 mo ago License: Strong Copyleft (AGPL-3.0)

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Python 7126Updated: 10 mo ago License: Permissive (BSD-2-Clause)

A stock trading bot powered by Trump tweets

Python 6183Updated: 1 y ago License: Permissive (MIT)

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

Python 5983Updated: 10 mo ago License: Permissive (Apache-2.0)

Anomaly Detection with R

R 3499Updated: 10 mo ago License: Strong Copyleft (GPL-3.0)

Lightning ⚡️ fast forecasting with statistical and econometric models.

Python 2639Updated: 10 mo ago License: Permissive (Apache-2.0)

Algorithms for outlier, adversarial and drift detection

Python 1837Updated: 10 mo ago License: Permissive (Apache-2.0)

The Numenta Anomaly Benchmark

Jupyter Notebook 1723Updated: 1 y ago License: Strong Copyleft (AGPL-3.0)

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

Python 1714Updated: 10 mo ago License: Permissive (Apache-2.0)

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Python 1657Updated: 10 mo ago License: Proprietary (Proprietary)

:currency_exchange: Currency exchange rates library

PHP 1269Updated: 11 mo ago License: Permissive (MIT)

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

Jupyter Notebook 1136Updated: 10 mo ago License: Permissive (MIT)

ARCH models in Python

Python 1104Updated: 11 mo ago License: Proprietary (Proprietary)

Anomaly Detection and Correlation library

Python 1095Updated: 11 mo ago License: Permissive (Apache-2.0)

Financial Sentiment Analysis with BERT

Jupyter Notebook 1052Updated: 10 mo ago License: Permissive (Apache-2.0)

forecast package for R

R 1020Updated: 1 y ago License: No License (No License)

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Python 994Updated: 11 mo ago License: Permissive (MIT)

A simple weather app built with React Native and Realm

JavaScript 902Updated: 11 mo ago License: Permissive (MIT)

A Python Library for Graph Outlier Detection (Anomaly Detection)

Python 893Updated: 11 mo ago License: Permissive (BSD-2-Clause)

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

Python 836Updated: 3 y ago License: Permissive (Apache-2.0)

ELKI Data Mining Toolkit

Java 730Updated: 1 y ago License: Strong Copyleft (AGPL-3.0)

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

Jupyter Notebook 688Updated: 10 mo ago License: Permissive (MIT)

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

Python 674Updated: 1 y ago License: Permissive (Apache-2.0)

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

R 650Updated: 11 mo ago License: No License (No License)

文本情感分析

Jupyter Notebook 640Updated: 12 mo ago License: No License (No License)

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

Python 636Updated: 10 mo ago License: Permissive (Apache-2.0)

Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

C++ 611Updated: 3 y ago License: Permissive (Apache-2.0)

Model predictive control python toolbox

Python 589Updated: 12 mo ago License: Weak Copyleft (LGPL-3.0)

A PyTorch implementation of the Deep SVDD anomaly detection method

Python 588Updated: 10 mo ago License: Permissive (MIT)

A Deep Graph-based Toolbox for Fraud Detection

Python 559Updated: 1 y ago License: Permissive (Apache-2.0)

Time series analysis in the `tidyverse`

R 557Updated: 12 mo ago License: No License (No License)

时间序列分析教程

Jupyter Notebook 529Updated: 10 mo ago License: Permissive (Apache-2.0)

Sentiment Analysis Challenge

Jupyter Notebook 528Updated: 3 y ago License: Proprietary (Proprietary)

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

Python 516Updated: 1 y ago License: No License (No License)

Alarm clock with weather forecast 一款具有天气提醒功能的闹钟

Java 509Updated: 3 y ago License: No License (No License)

A use-case focused tutorial for time series forecasting with python

Jupyter Notebook 505Updated: 10 mo ago License: No License (No License)

Tidy time series forecasting

R 498Updated: 1 y ago License: Strong Copyleft (GPL-3.0)

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

Python 493Updated: 1 y ago License: Permissive (MIT)

Simple sentiment analysis with Ruby

Ruby 449Updated: 1 y ago License: Permissive (MIT)

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

Python 441Updated: 11 mo ago License: Permissive (MIT)

Java 440Updated: 3 y ago License: Permissive (Apache-2.0)

An Integrated Experimental Platform for time series data anomaly detection.

JavaScript 440Updated: 3 y ago License: Permissive (Apache-2.0)

Interactive Azure Sentinel Notebooks provides security insights and actions to investigate anomalies and hunt for malicious behaviors.

Jupyter Notebook 439Updated: 10 mo ago License: Permissive (MIT)

Contrastive Predictive Coding for Automatic Speaker Verification

Python 424Updated: 11 mo ago License: Permissive (MIT)

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

Python 411Updated: 10 mo ago License: Permissive (MIT)

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

Python 387Updated: 10 mo ago License: Permissive (MIT)

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

JavaScript 382Updated: 10 mo ago License: No License (No License)

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

Python 378Updated: 10 mo ago License: No License (No License)

Contrastive Learning of Structured World Models

Python 376Updated: 12 mo ago License: Permissive (MIT)

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

Python 350Updated: 10 mo ago License: Permissive (MIT)