timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Jupyter NotebookPythonpythonmachine-learningtimeseriesdeep-learningtime-seriesregressioncnnpytorchrockettransformerforecastingclassificationrnnsequentialfastaitime-series-analysistime-series-classificationself-supervisedstate-of-the-artinceptiontime
This is stars and forks stats for /timeseriesAI/tsai repository. As of 29 Apr, 2024 this repository has 3949 stars and 530 forks.

tsai Description State-of-the-art Deep Learning library for Time Series and Sequences. tsai is an open-source deep learning package built on top of Pytorch & fastai focused on state-of-the-art techniques for time series tasks like classification, regression, forecasting, imputation… tsai is currently under active development by timeseriesAI. What’s new: During the last few releases, here are some of the most significant additions to tsai: New models: PatchTST (Accepted by ICLR 2023), RNN with...
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