time-series-classification

A unified framework for machine learning with time series

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

The machine learning toolkit for time series analysis in Python

List of papers, code and experiments using deep learning for time series forecasting

A Python package for time series classification

Deep Learning for Time Series Classification

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

Mantis: Lightweight Foundation Model for Time Series Classification

[EMNLP 2025] Official implementation of "SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition"

This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Foundation Models" (TechRxiv-26).

This is an official pytorch implementation for paper "A Unified Shape-Aware Foundation Model for Time Series Classification" (AAAI-26).