Popular GitHub Repositories for Timeseries

Probabilistic time series modeling in Python

Time series forecasting with PyTorch

The machine learning toolkit for time series analysis in Python

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Synthetic data generators for tabular and time-series data

Portfolio optimization with deep learning.

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

Anomaly detection

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

Variational Recurrent Autoencoder for timeseries clustering in pytorch

Tools for time series analysis and forecasting

Predict time-series with one line of code.

A Multipurpose Library for Synthetic Time Series Generation in Python

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

The Fastest Time Series Object Storage for AI Infrastructure

Anomaly detection for streaming data using autoencoders