GitHub stars · StarDay

1meta / prophetTool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.PythonMIT · Permissive20,474

2NVIDIA / 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 NotebookLicense not declared14,871

3statsmodels / statsmodelsStatsmodels: statistical modeling and econometrics in PythonPythonBSD-3-Clause · Permissive11,743

4autogluon / autogluonFast and Accurate ML in 3 Lines of CodePythonApache-2.0 · Permissive10,817

5sktime / sktimeA unified framework for machine learning with time seriesPythonBSD-3-Clause · Permissive10,092

6unit8co / dartsA python library for user-friendly forecasting and anomaly detection on time series.PythonApache-2.0 · Permissive9,577

7NirantK / awesome-project-ideasCurated list of Machine Learning, NLP, Vision, Recommender Systems Project IdeasMIT · Permissive9,372

8postgresml / postgresmlPostgres with GPUs for ML/AI apps.RustMIT · Permissive6,829

9zhouhaoyi / Informer2020The GitHub repository for the paper "Informer" accepted by AAAI 2021.PythonApache-2.0 · Permissive6,541

10amazon-science / chronos-forecastingChronos: Pretrained Models for Time Series ForecastingPythonApache-2.0 · Permissive6,265

11timeseriesAI / 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 · Permissive6,141

12awslabs / gluontsProbabilistic time series modeling in PythonPythonApache-2.0 · Permissive5,259

13sktime / pytorch-forecastingTime series forecasting with PyTorchPythonMIT · Permissive5,010

14Nixtla / statsforecastLightning ⚡️ fast forecasting with statistical and econometric models.PythonApache-2.0 · Permissive4,966

15ourownstory / neural_prophetNeuralProphet: A simple forecasting packagePythonMIT · Permissive4,315

16Nixtla / neuralforecastScalable and user friendly neural :brain: forecasting algorithms.PythonApache-2.0 · Permissive4,310

17Nixtla / 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 NotebookLicense not declared4,041

18WenjieDu / 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 · Permissive2,093

19arrobalytics / django-ledgerDjango Ledger is a double entry accounting system and financial analysis engine built on the Django Web Framework.PythonGPL-3.0 · Share derivative source1,398

20zhouhaoyi / ETDatasetThe Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.License not declared995