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The Top 23 Forecasting Time Series Analysis Open Source Projects

Open source projects categorized as Forecasting Time Series Analysis
Categories > Machine Learning > Forecasting
Categories > Machine Learning > Time Series Analysis
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35most recent commit 3 months agopypi statsmodels} Downloads
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57most recent commit 10 days agopypi sktime} Downloads
Tsai ⭐ 4,294
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 2total releases 47most recent commit 3 months agopypi tsai} Downloads
Flow Forecast ⭐ 1,759
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 months ago
Time Series Transformers Review ⭐ 1,519
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit 7 months ago
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8most recent commit 3 months agopypi aeon} Downloads
Awesome Ai For Time Series Papers ⭐ 627
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
most recent commit 7 months ago
Pypots ⭐ 558
A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811
total releases 20most recent commit 3 months ago
Scinet ⭐ 509
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
most recent commit 9 months ago
Time Series Forecasting With Python ⭐ 499
A use-case focused tutorial for time series forecasting with python
most recent commit a year ago
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27most recent commit 3 months ago
Tsstudio ⭐ 412
Tools for time series analysis and forecasting
dependent packages 1total releases 8most recent commit 3 months ago
Atspy ⭐ 409
AtsPy: Automated Time Series Models in Python (by @firmai)
total releases 39most recent commit 2 years ago
Timeseriesanalysiswithpython ⭐ 296
Time Series Analysis with Python
most recent commit 8 years ago
Time Series Papers ⭐ 262
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
most recent commit 4 years ago
Statespacemodels.jl ⭐ 249
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
most recent commit 5 months ago
Pyfts ⭐ 232
An open source library for Fuzzy Time Series in Python
total releases 6most recent commit a year ago
Scikit Hts ⭐ 212
Hierarchical Time Series Forecasting with a familiar API
most recent commit a year ago
Stocks Pattern Analyzer ⭐ 184
This tool should help discover different patterns based on similarity measures in historical (financial) data
most recent commit 10 months ago
Time Series Analysis With Python Cookbook ⭐ 183
Time Series Analysis with Python Cookbook, published by Packt
most recent commit 7 months ago
Java Timeseries ⭐ 139
Time series analysis in Java
dependent packages 1total releases 1most recent commit 4 years ago
Feature Engineering For Time Series Forecasting ⭐ 106
Code repository for the online course "Feature Engineering for Time Series Forecasting".
most recent commit 4 months ago
Awesome Time Series Analysis ⭐ 99
This list collects learning resource, tools and dataset for time series analysis/time series data mining.
most recent commit 3 years ago
The 10 Most Depended On Forecasting Time Series Analysis Open Source Projects
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 10 days agopypi sktime} Downloads
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 3 months ago
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
Java Timeseries ⭐ 139
Time series analysis in Java
dependent packages 1total releases 1latest release October 27, 2017most recent commit 4 years ago
Tsstudio ⭐ 412
Tools for time series analysis and forecasting
dependent packages 1total releases 8latest release August 09, 2023most recent commit 3 months ago
Hawkular Datamining ⭐ 29
Real-time time series prediction library with standalone server
dependent packages 1total releases 2latest release May 26, 2016most recent commit 7 years ago
Healthyr.ts ⭐ 16
A time-series companion package to healthyR
dependent packages 1total releases 23latest release November 15, 2023most recent commit 3 months ago
The 10 Latest Releases In Forecasting Time Series Analysis Open Source Projects
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26latest release November 27, 2023most recent commit 5 months ago
Tsad ⭐ 27
Package for Time Series Forecasting and Anomaly Detection Problems.
total releases 37latest release November 18, 2023most recent commit 4 months ago
Healthyr.ts ⭐ 16
A time-series companion package to healthyR
dependent packages 1total releases 23latest release November 15, 2023most recent commit 3 months ago
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 10 days agopypi sktime} Downloads
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 3 months ago
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