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Time Series Analysis

11 repositories

A Library for Advanced Deep Time Series Models.

Python 7,615 1,212 Updated Jan 3, 2025

Time series forecasting with PyTorch

Python 4,054 645 Updated Jan 5, 2025

This curated list contains python packages for time series analysis

2,129 366 Updated Feb 10, 2023

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…

Python 1,189 120 Updated Dec 16, 2024

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Python 2,098 297 Updated Jan 6, 2025

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Python 1,269 197 Updated Jun 14, 2024

Probabilistic time series modeling in Python

Python 4,711 763 Updated Nov 11, 2024

A unified framework for machine learning with time series

Python 8,058 1,416 Updated Jan 5, 2025

A python library for user-friendly forecasting and anomaly detection on time series.

Python 8,207 897 Updated Jan 3, 2025

The machine learning toolkit for time series analysis in Python

Python 2,933 346 Updated Jul 1, 2024

Scalable and user friendly neural 🧠 forecasting algorithms.

Python 3,227 371 Updated Jan 2, 2025