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The Top 46 Time Series Analysis Open Source Projects

Categories > Machine Learning > Time Series Analysis
Anomaly Detection Resources ⭐ 4,639
Anomaly detection related books, papers, videos, and toolboxes
Sktime ⭐ 4,266
A unified framework for machine learning with time series
Stumpy ⭐ 1,854
STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks
Practical Machine Learning With Python ⭐ 1,778
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Tslearn ⭐ 1,720
A machine learning toolkit dedicated to time-series data
Awesome Aiops ⭐ 1,017
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
Tsai ⭐ 657
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
Alphapy ⭐ 615
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Flow Forecast ⭐ 605
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Hctsa ⭐ 436
Highly comparative time-series analysis
Time Series Papers ⭐ 384
List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法
Atspy ⭐ 365
AtsPy: Automated Time Series Models in Python (by @firmai)
Inceptiontime ⭐ 353
InceptionTime: Finding AlexNet for Time Series Classification
Atsd Use Cases ⭐ 334
Axibase Time Series Database: Usage Examples and Research Articles
Bigdata18 ⭐ 301
Transfer learning for time series classification
Modeltime ⭐ 269
Modeltime unlocks time series forecast models and machine learning in one framework
Auto_ts ⭐ 264
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
Banpei ⭐ 249
Anomaly detection library based on singular spectrum transformation(sst)
Lotteryprediction ⭐ 206
🌝 Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.
Bamboobsc ⭐ 203
next version move to https://github.com/billchen198318/hillfog, bambooBSC is an opensource Balanced Scorecard (BSC) Business Intelligence (BI) Web platform. BSC's Vision, Perspectives, Objectives of strategy, Key Performance Indicators (KPIs), Strategy Map, and SWOT, PDCA & PDCA report, Time Series Analysis.
Matrixprofile ⭐ 174
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
Pyfts ⭐ 164
An open source library for Fuzzy Time Series in Python
Time Series Forecasting With Python ⭐ 163
A use-case focused tutorial for time series forecasting with python
Deeptime ⭐ 159
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
Pyodds ⭐ 158
An End-to-end Outlier Detection System
Simplestockanalysispython ⭐ 153
Teaches step-by-step to analysis stock data in python.
Exoplanet ⭐ 136
Fast & scalable MCMC for all your exoplanet needs!
Awesome Time Series Analysis ⭐ 126
This list collects learning resource, tools and dataset for time series analysis/time series data mining.
Scikit Hts ⭐ 122
Hierarchical Time Series Forecasting with a familiar API
Lt Gee ⭐ 120
Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm. For documentation see:
Stingray ⭐ 109
Anything can happen in the next half hour (including spectral timing made easy)!
Empirical Lang ⭐ 109
A language for time-series analysis
Repo 2016 ⭐ 105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Arima ⭐ 104
Simple python example on how to use ARIMA models to analyze and predict time series.
Bayesloop ⭐ 91
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
Nolitsa ⭐ 85
A Python module implementing some standard algorithms used in nonlinear time series analysis
Licsbas ⭐ 84
LiCSBAS: InSAR time series analysis package using LiCSAR products
Tsrepr ⭐ 79
TSrepr: R package for time series representations
Systemicrisk ⭐ 77
A framework for systemic risk valuation and analysis.
Bitcoin Price Prediction Using Lstm ⭐ 74
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
Gendis ⭐ 67
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
Astsa ⭐ 58
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
Deeptimeseriesmodel ⭐ 58
A paper list for Time series modelling, including prediciton and anomaly detection
Trck ⭐ 48
Query engine for TrailDB
Scikit Stan ⭐ 24
A high-level Bayesian analysis API written in Python
Chronikis ⭐ 20
A compiler for Bayesian time series models.
1-46 of 46 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210