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Time Series Transformers Review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
Alternatives To Time Series Transformers Review
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Autogluon7,101pypi autogluon.core} Downloads147 hours ago1,168December 10, 2023299apache-2.0Python
AutoGluon: 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.
Tsai4,659pypi tsai} Downloads221 days 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.
Gluonts4,024pypi gluonts} Downloads163 months 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
Time Series Library3,301
4 months ago13mitShell
A Library for Advanced Deep Time Series Models.
Forecasting2,540
a year agomitPython
Time Series Forecasting Best Practices & Examples
Deepdetect2,492
3 months ago92otherC++
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Alternatives To Time Series Transformers Review
Select To Compare
Autogluon ⭐ 7,101
AutoGluon: Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit 7 hours 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 ⭐ 4,024
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


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The Prometheus monitoring system and time series database.
dependent packages 917total releases 749latest release December 08, 2023most recent commit 3 months ago
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Scalable datastore for metrics, events, and real-time analytics
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dependent packages 78total releases 46latest release October 23, 2019most recent commit 3 months ago
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dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 12 days agopypi transformers} Downloads
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Stable Diffusion web UI
total releases 2latest release January 17, 2022most recent commit 3 months ago
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