samuelge

samuelge's Stars

• Hank0626/PDF

  An official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)

  Language:Python1008

• yxbian23/aLLM4TS

  [ICML2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"

  Language:Python343

• moment-timeseries-foundation-model/moment

  MOMENT: A Family of Open Time-series Foundation Models

  Language:TypeScript32153

• ts-kim/RevIN

  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift

  Language:Python26322

• ddz16/TSFpaper

  This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

  1.9k171

• microsoft/qlib

  Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

  Language:Python15.3k2.6k

• lixus7/Time-Series-Works-Conferences

  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

  78986

• do-mpc/do-mpc

  Model predictive control python toolbox

  Language:Python961178

• NEGU93/cvnn

  Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end

  Language:Python16033

• wavefrontshaping/complexPyTorch

  A high-level toolbox for using complex valued neural networks in PyTorch

  Language:Python621148

• Brave-peng/books

  各类闲书分享（equb版本，ipad可直接打开阅读）

  47885

• PKUFlyingPig/cs-self-learning

  计算机自学指南

  Language:HTML56.3k6.8k

• Casxt/SortReference

  Sort the bibliography by citation order.

  Language:Python222

• upupming/zhr-action-demo

  浙江大学健康打卡自动打卡脚本 GitHub Action 例子，只需一步 Fork 即可使用，每天定时帮你自动打卡。

  56468

• DAMO-DI-ML/ICML2022-FEDformer

  Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

  Language:Python19734

• cfeng783/NSIBF

  Code for KDD' 21 paper: Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering

  Language:Python4112

• min-gyu-kang/Anomaly_Detection

  MD,LSTM-AE,VAE-MAD-GAN

  Language:Jupyter Notebook2810

• d-ailin/GDN

  Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

  Language:Python473141

• locuslab/mpc.pytorch

  A fast and differentiable model predictive control (MPC) solver for PyTorch.

  Language:Python868144

• MAZiqing/FEDformer

  Language:Python626118

• jiangleiundo/books

  my books

  182

• qingsongedu/time-series-transformers-review

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

  2.4k239

• elisejiuqizhang/USAD-on-WADI-and-SWaT

  Unofficial implementation of the KDD2020 paper "USAD: UnSupervised Anomaly Detection on multivariate time series" on two datasets cited in the papers, "SWaT" (Secure Water Treatment) and "WADI" (Water Distribution)

  Language:Jupyter Notebook501

• manigalati/usad

  Language:Jupyter Notebook20858

• FighterLYL/GraphNeuralNetwork

  《深入浅出图神经网络：GNN原理解析》配套代码

  Language:Jupyter Notebook1.7k458

• LYuhang/GNN_Review

  GNN综述阅读报告

  Language:Jupyter Notebook871215

• ari-dasci/S-TSFE-DL

  Time Series Feature Extraction using Deep Learning

  Language:Python547

• fraunhoferportugal/tsfel

  An intuitive library to extract features from time series.

  Language:Python914143

• joeynmt/joeynmt

  Minimalist NMT for educational purposes

  Language:Python675213

• squareRoot3/Rethinking-Anomaly-Detection

  "Rethinking Graph Neural Networks for Anomaly Detection" in ICML 2022

  Language:Python17327