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The Top 23 Machine Learning Time Series Forecasting Open Source Projects

Open source projects categorized as Machine Learning Time Series Forecasting
Categories > Machine Learning > Forecasting
Categories > Machine Learning > Machine Learning
Categories > Data Storage > Time Series
Mindsdb ⭐ 19,723
Build AI 🤖 using SQL
total releases 449most recent commit 3 months ago
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57most recent commit 10 days agopypi sktime} Downloads
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168most recent commit 14 days agopypi autogluon.core} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32most recent commit 3 months agopypi darts} Downloads
Tsai ⭐ 4,659
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 18 days agopypi tsai} Downloads
Gluonts ⭐ 4,024
Probabilistic time series modeling in Python
dependent packages 16total releases 107most recent commit 3 months agopypi gluonts} Downloads
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24most recent commit 3 months agopypi neuralprophet} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 3 months agopypi pytorch-forecasting} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Merlion ⭐ 3,179
Merlion: A Machine Learning Framework for Time Series Intelligence
dependent packages 3total releases 18most recent commit 7 months agopypi salesforce-merlion} Downloads
Forecasting ⭐ 2,540
Time Series Forecasting Best Practices & Examples
most recent commit a year ago
Neuralforecast ⭐ 2,121
Scalable and user friendly neural 🧠 forecasting algorithms.
dependent packages 5total releases 20most recent commit 3 months agopypi neuralforecast} Downloads
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit a year ago
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21most recent commit 3 months agopypi orbit-ml} Downloads
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
Pmdarima ⭐ 1,513
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 82total releases 27most recent commit 2 months agopypi pmdarima} Downloads
Nixtla ⭐ 1,144
Python SDK for TimeGPT
dependent packages 3total releases 28most recent commit 3 months agopypi nixtlats} Downloads
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9most recent commit 3 months ago
Etna ⭐ 834
ETNA – Time-Series Library
total releases 13most recent commit 8 months ago
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19most recent commit 3 months agopypi skforecast} Downloads
Functime ⭐ 768
Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
most recent commit 3 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 3 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
The 10 Most Depended On Machine Learning Time Series Forecasting Open Source Projects
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
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23latest release October 31, 2023most recent commit 4 months ago
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Gluonts ⭐ 4,024
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit 3 months agopypi gluonts} Downloads
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 14 days agopypi autogluon.core} 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 4 months ago
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34latest release July 26, 2020most recent commit 3 months agopypi pytorch-forecasting} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19latest release November 16, 2023most recent commit 3 months agopypi skforecast} Downloads
The 10 Latest Releases In Machine Learning Time Series Forecasting Open Source Projects
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 14 days agopypi autogluon.core} Downloads
Nixtla ⭐ 1,144
Python SDK for TimeGPT
dependent packages 3total releases 28latest release December 09, 2023most recent commit 3 months agopypi nixtlats} Downloads
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32latest release December 07, 2023most recent commit 3 months agopypi mlforecast} Downloads
Gluonts ⭐ 4,024
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit 3 months agopypi gluonts} Downloads
Mindsdb ⭐ 19,723
Build AI 🤖 using SQL
total releases 449latest release December 07, 2023most recent commit 3 months ago
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186latest release December 04, 2023most recent commit 3 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9latest release November 28, 2023most recent commit 3 months ago
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26latest release November 27, 2023most recent commit 5 months ago
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