PengChen12

PengChen12's Stars

• decisionintelligence/DUET

  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting

  Language:Python336

• FoundationVision/VAR

  [NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

  Language:Jupyter Notebook6.6k437

• decisionintelligence/MM-Path

  Language:Python7

• yyg1282142265/Esiformer

  Implementation for "Less is more: Embracing sparsity and interpolation with Esiformer for time series forecasting"

  Language:Python7

• Keytoyze/VisionTS

  Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".

  Language:Python18214

• shuhongfan/TyporaCrack

  Typora V1.6.7 Typora Crack Typora破解 Typora 激活 Typora activation MD Markdown editor 激活

  1.2k266

• decisionintelligence/Route-sota

  Language:Python12

• xrhics/Route-sota

  Efficient Stochastic Routing in Path-Centric Uncertain Road Networks

  Language:Python1

• microsoft/ProbTS

  ProbTS is a benchmarking toolkit for time series forecasting.

  Language:Python13316

• AdityaLab/MM-TSFlib

  Language:Python656

• AdityaLab/Time-MMD

  Language:Jupyter Notebook834

• decisionintelligence/pathformer

  Language:Python16718

• Thinklab-SJTU/UP2ME

  Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis"

  Language:Python22

• Hank0626/PDF

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

  Language:Python11910

• yxbian23/aLLM4TS

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

  Language:Python525

• SalesforceAIResearch/uni2ts

  Unified Training of Universal Time Series Forecasting Transformers

  Language:Jupyter Notebook970111

• inouye-lab/explaining-distribution-shifts

  The repo for the work "Towards Explaining Distribution Shifts"

  Language:Jupyter Notebook5

• valeman/Transformers_And_LLM_Are_What_You_Dont_Need

  The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

  59038

• decisionintelligence/QCore

  Language:Python2

• decisionintelligence/TFB

  [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

  Language:Shell38843

• meta-llama/llama

  Inference code for Llama models

  Language:Python57.1k9.6k

• PKU-YuanGroup/MoE-LLaVA

  Mixture-of-Experts for Large Vision-Language Models

  Language:Python2k127

• decisionintelligence/AutoCTS_plus

  Language:Python21

• decisionintelligence/AutoCTS

  Language:Python21

• decisionintelligence/DARF

  Language:Python1

• decisionintelligence/MTSF-DG

  Language:Python192

• decisionintelligence/decisionintelligence.github.io

  Language:HTML31

• IBM/model-reprogramming

  Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>

  591

• xiyuanzh/time-series-papers

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

  38129

• yyysjz1997/Awesome-TimeSeries-SpatioTemporal-Diffusion-Model

  A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).

  54946