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The Top 23 Time Series Forecasting Open Source Projects

Open source projects categorized as Time Series Forecasting
Categories > Machine Learning > Forecasting
Categories > Data Storage > Time Series
Sktime ⭐ 6,288
A unified framework for machine learning with time series
most recent commit 20 hours ago
Darts ⭐ 5,588
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 7total releases 25most recent commit 12 hours agopypi darts} Downloads
Autogluon ⭐ 5,507
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
most recent commit 13 hours ago
Gluonts ⭐ 3,426
Probabilistic time series modeling in Python
dependent packages 7total releases 58most recent commit 2 days agopypi gluonts} Downloads
Informer2020 ⭐ 3,411
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 17 hours ago
Tsai ⭐ 3,239
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 1total releases 41most recent commit a day agopypi tsai} Downloads
Merlion ⭐ 2,921
Merlion: A Machine Learning Framework for Time Series Intelligence
total releases 14most recent commit 5 days ago
Neural_prophet ⭐ 2,852
NeuralProphet: A simple forecasting package
total releases 7most recent commit 19 hours ago
Pytorch Forecasting ⭐ 2,666
Time series forecasting with PyTorch
dependent packages 4total releases 33most recent commit 14 days agopypi pytorch-forecasting} Downloads
Forecasting ⭐ 2,389
Time Series Forecasting Best Practices & Examples
most recent commit 4 months ago
Statsforecast ⭐ 2,333
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11most recent commit 12 days agopypi statsforecast} Downloads
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 7 months ago
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit 2 months ago
Orbit ⭐ 1,584
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17most recent commit 2 months agopypi orbit-ml} Downloads
Flow Forecast ⭐ 1,371
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 days ago
Pmdarima ⭐ 1,332
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
dependent packages 45total releases 21most recent commit 12 days agopypi pmdarima} Downloads
Neuralforecast ⭐ 1,290
Scalable and user friendly neural :brain: forecasting algorithms.
total releases 9most recent commit 2 days ago
Arch ⭐ 1,067
ARCH models in Python
dependent packages 27total releases 36most recent commit a month agopypi arch} Downloads
Time Series Transformers Review ⭐ 949
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit a month ago
Pytorch Ts ⭐ 943
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
total releases 9most recent commit 9 days ago
Ltsf Linear ⭐ 793
This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"
most recent commit 6 days ago
Etna ⭐ 717
ETNA – Time-Series Library
total releases 16most recent commit 3 days ago
Autots ⭐ 690
Automated Time Series Forecasting
dependent packages 1total releases 40most recent commit 10 days agopypi AutoTS} Downloads
The 10 Most Depended On Time Series Forecasting Open Source Projects
Arch ⭐ 1,067
ARCH models in Python
dependent packages 27total releases 36latest release June 22, 2022most recent commit a month agopypi arch} Downloads
Timetk ⭐ 549
Time series analysis in the `tidyverse`
dependent packages 22total releases 18latest release April 07, 2022most recent commit 7 days ago
Modeltime ⭐ 433
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 20latest release June 01, 2022most recent commit a month ago
Gluonts ⭐ 3,426
Probabilistic time series modeling in Python
dependent packages 7total releases 58latest release June 30, 2022most recent commit 2 days agopypi gluonts} Downloads
Darts ⭐ 5,588
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 7total releases 25latest release June 22, 2022most recent commit 12 hours agopypi darts} Downloads
Statsforecast ⭐ 2,333
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11latest release June 27, 2022most recent commit 12 days agopypi statsforecast} Downloads
Pytorch Forecasting ⭐ 2,666
Time series forecasting with PyTorch
dependent packages 4total releases 33latest release May 23, 2022most recent commit 14 days agopypi pytorch-forecasting} Downloads
Pyaf ⭐ 414
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
dependent packages 4total releases 12latest release May 14, 2022most recent commit 11 days agopypi pyaf} Downloads
Java Timeseries ⭐ 139
Time series analysis in Java
dependent packages 1total releases 1latest release October 27, 2017most recent commit 3 years ago
The 10 Latest Releases In Time Series Forecasting Open Source Projects
Tspiral ⭐ 85
A python package for time series forecasting with scikit-learn estimators.
total releases 6latest release August 23, 2022most recent commit 3 months ago
Hyperts ⭐ 163
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
total releases 3latest release July 21, 2022most recent commit 4 days ago
Scalecast ⭐ 202
The practitioner's forecasting library
total releases 109latest release July 06, 2022most recent commit 10 days ago
Gluonts ⭐ 3,426
Probabilistic time series modeling in Python
dependent packages 7total releases 58latest release June 30, 2022most recent commit 2 days agopypi gluonts} Downloads
Merlion ⭐ 2,921
Merlion: A Machine Learning Framework for Time Series Intelligence
total releases 14latest release June 28, 2022most recent commit 5 days ago
Statsforecast ⭐ 2,333
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11latest release June 27, 2022most recent commit 12 days agopypi statsforecast} Downloads
Arch ⭐ 1,067
ARCH models in Python
dependent packages 27total releases 36latest release June 22, 2022most recent commit a month agopypi arch} Downloads
Darts ⭐ 5,588
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 7total releases 25latest release June 22, 2022most recent commit 12 hours agopypi darts} Downloads
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