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

Awesome resources of Mixture-of-Experts for Time Series Analysis (MoE4TS).

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).

Official code for paper "TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning"

Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"

This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels" (NeurIPS-23).

This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spotlight).

An awesome project on irregular time series and incomplete time series

[TMLR 2024] Official implementation of "NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series Pretraining".

Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification

TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents

This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-24).

This is an official pytorch implementation for paper "CTW: Confident Time-Warping for Time-Series Label-Noise Learning" (IJCAI-23).

An up-to-date list of time-series related papers in AI venues.

This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).

This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23).

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Please refer to https://github.com/qianlima-lab/transfer-to-transformer-tsm

Official PyTorch implementation of the “A Unified Transformer Framework for Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection”. (TMM2023)

Generic implementation for clustering with deep learning : representation learning (DNN) + clustering

The paper "Learning Representations for Time Series Clustering"

Tensorflow imeplementaion of AJ-RNN (Adversarial Joint-Learning Recurrent Neural Network ).

Daily exercise about algorithm

A python library for visualizing Artificial Neural Networks (ANN)

吴恩达老师的机器学习课程个人笔记

Deep Learning Specialization by Andrew Ng on Coursera.

从廖老师网站上总结的Git笔记，对常见命令进行了总结。

Android Floating Action Button based on Material Design specification