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1. Chronos: Pretrained Models for Time Series Forecasting

   Python 5k 601

2. Fast and Accurate ML in 3 Lines of Code

   Python 10.2k 1.1k

3. Probabilistic time series modeling in Python

   Python 5.2k 813

4. Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"

   Python 249 37

5. PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series".

   Python 26 3

6. Pytorch implementation of DGflow (ICLR 2021).

   Python 15 5