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Time Series

Time-Series models for multivariate and multistep forecasting, regression, and classification
Alternatives To Time Series
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Applied Ml24,828
6 months ago3mit
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Deeplearningexamples12,073
3 months ago295Jupyter Notebook
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Autogluon7,109pypi autogluon.core} Downloads144 days ago1,168December 10, 2023299apache-2.0Python
Fast and Accurate ML in 3 Lines of Code
Darts6,903pypi darts} Downloads173 months ago32November 18, 2023239apache-2.0Python
A python library for user-friendly forecasting and anomaly detection on time series.
Awesome Project Ideas6,856
a year ago1mit
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Tsai4,659pypi tsai} Downloads2a month ago47November 13, 202371apache-2.0Jupyter Notebook
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Informer20204,553
4 months ago128apache-2.0Python
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Gluonts4,288pypi gluonts} Downloads164 days ago107December 07, 2023385apache-2.0Python
Probabilistic time series modeling in Python
Neural_prophet3,512pypi neuralprophet} Downloads33 months ago24September 19, 202345mitPython
NeuralProphet: A simple forecasting package
Pytorch Forecasting3,439pypi pytorch-forecasting} Downloads103 months ago34July 26, 2020464mitPython
Time series forecasting with PyTorch
Alternatives To Time Series
Select To Compare
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit 4 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
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107most recent commit 4 days 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


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Alternative Project Comparisons
Time Series vs Applied Ml
Time Series vs Deeplearningexamples
Time Series vs Autogluon
Time Series vs Darts
Time Series vs Awesome Project Ideas
Time Series vs Tsai
Time Series vs Informer2020
Time Series vs Gluonts
Time Series vs Neural_prophet
Time Series vs Pytorch Forecasting
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Build AI 🤖 using SQL
total releases 449latest release December 07, 2023most recent commit 3 months ago
Prophet ⭐ 17,693
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
dependent packages 87total releases 11latest release October 10, 2023most recent commit 24 days agopypi prophet} Downloads
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Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
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A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 2 days agopypi sktime} Downloads
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dependent packages 78total releases 46latest release October 23, 2019most recent commit 3 months ago
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🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 17 days agopypi transformers} Downloads
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total releases 2latest release January 17, 2022most recent commit 3 months ago
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