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An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.

Python 132 20 Updated Jan 9, 2020

Implementation of deep learning models for time series in PyTorch.

Python 367 97 Updated Apr 3, 2020

A library for training and deploying machine learning models on Amazon SageMaker

Python 2,069 1,123 Updated Jul 24, 2024

Time series forecasting with PyTorch

Python 3,768 600 Updated Jun 17, 2024

Time-Series models for multivariate and multistep forecasting, regression, and classification

Python 56 11 Updated Dec 19, 2021

Tensorflow implementation of Amazon DeepAR

Python 305 94 Updated Oct 3, 2021

Probabilistic time series modeling in Python

Python 4,467 743 Updated Jul 16, 2024