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Repositories in this selection 20 · UTC 2026-11-04
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1—Mmeta / prophetTool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.PythonMIT · PermissiveInsufficient rank history20,4724,643——2026-10-22
2—NNVIDIA / DeepLearningExamplesAuthor description: State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.Jupyter NotebookUnknown · Restricted / unknownInsufficient rank history14,8703,403——2024-08-12
3—Sstatsmodels / statsmodelsStatsmodels: statistical modeling and econometrics in PythonPythonBSD-3-Clause · PermissiveInsufficient rank history11,7353,660——2026-11-02
4—Aautogluon / autogluonFast and Accurate ML in 3 Lines of CodePythonApache-2.0 · PermissiveInsufficient rank history10,8101,214——2026-11-03
5—Ssktime / sktimeA unified framework for machine learning with time seriesPythonBSD-3-Clause · PermissiveInsufficient rank history10,0902,490——2026-11-02
6—Uunit8co / dartsA python library for user-friendly forecasting and anomaly detection on time series.PythonApache-2.0 · PermissiveInsufficient rank history9,5741,074——2026-10-30
7—NNirantK / awesome-project-ideasCurated list of Machine Learning, NLP, Vision, Recommender Systems Project IdeasUnknownMIT · PermissiveInsufficient rank history9,3681,290——2023-03-13
8—Ppostgresml / postgresmlPostgres with GPUs for ML/AI apps.RustMIT · PermissiveInsufficient rank history6,827363——2025-07-01
9—Zzhouhaoyi / Informer2020The GitHub repository for the paper "Informer" accepted by AAAI 2021.PythonApache-2.0 · PermissiveInsufficient rank history6,5411,303——2025-06-20
10—Aamazon-science / chronos-forecastingChronos: Pretrained Models for Time Series ForecastingPythonApache-2.0 · PermissiveInsufficient rank history6,240761——2026-10-05
11—TtimeseriesAI / tsaiTime series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastaiJupyter NotebookApache-2.0 · PermissiveInsufficient rank history6,140720——2026-07-23
12—Aawslabs / gluontsProbabilistic time series modeling in PythonPythonApache-2.0 · PermissiveInsufficient rank history5,257843——2026-10-13
13—Ssktime / pytorch-forecastingTime series forecasting with PyTorchPythonMIT · PermissiveInsufficient rank history5,010936——2026-10-31
14—NNixtla / statsforecastLightning ⚡️ fast forecasting with statistical and econometric models.PythonApache-2.0 · PermissiveInsufficient rank history4,958430——2026-11-02
15—Oourownstory / neural_prophetNeuralProphet: A simple forecasting packagePythonMIT · PermissiveInsufficient rank history4,314517——2026-10-27
16—NNixtla / neuralforecastScalable and user friendly neural :brain: forecasting algorithms.PythonApache-2.0 · PermissiveInsufficient rank history4,305516——2026-11-02
17—NNixtla / nixtlaAuthor description: TimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.Jupyter NotebookNOASSERTION · Restricted / unknownInsufficient rank history4,040342——2026-11-02
18—WWenjieDu / PyPOTSA Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing valuesPythonBSD-3-Clause · PermissiveInsufficient rank history2,091194——2026-10-31
19—Aarrobalytics / django-ledgerDjango Ledger is a double entry accounting system and financial analysis engine built on the Django Web Framework.PythonGPL-3.0 · Share derivative sourceInsufficient rank history1,398331——2026-10-29
20—Zzhouhaoyi / ETDatasetThe Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.UnknownNOASSERTION · Restricted / unknownInsufficient rank history994182——2021-06-04
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