Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Deeplearningexamples | 12,073 | 9 months ago | 295 | Jupyter 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. | ||||||||||
Autogluon | 7,670 | 14 | 17 days ago | 1,168 | December 10, 2023 | 299 | apache-2.0 | Python | ||
Fast and Accurate ML in 3 Lines of Code | ||||||||||
Tsai | 4,659 | 2 | 6 months ago | 47 | November 13, 2023 | 71 | apache-2.0 | Jupyter 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 | ||||||||||
Gluonts | 4,565 | 16 | 2 months ago | 107 | December 07, 2023 | 385 | apache-2.0 | Python | ||
Probabilistic time series modeling in Python | ||||||||||
Informer2020 | 4,553 | 9 months ago | 128 | apache-2.0 | Python | |||||
The GitHub repository for the paper "Informer" accepted by AAAI 2021. | ||||||||||
Neural_prophet | 3,512 | 3 | 8 months ago | 24 | September 19, 2023 | 45 | mit | Python | ||
NeuralProphet: A simple forecasting package | ||||||||||
Pytorch Forecasting | 3,439 | 10 | 8 months ago | 34 | July 26, 2020 | 464 | mit | Python | ||
Time series forecasting with PyTorch | ||||||||||
Neuralforecast | 2,121 | 5 | 8 months ago | 20 | October 05, 2023 | 98 | other | Python | ||
Scalable and user friendly neural :brain: forecasting algorithms. | ||||||||||
Flow Forecast | 1,964 | 3 months ago | 101 | gpl-3.0 | Python | |||||
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting). | ||||||||||
Ltsf Linear | 1,920 | 8 months ago | 16 | apache-2.0 | Python | |||||
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?" |