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Hey there, I'm Peiyuan Liu

  • 🎓 Alumnus of ZJU & UIUC. Now pursuing my master's at THU.
  • 💻 Skilled in Python & C++, always ready to learn more.
  • 🎾 Tennis enthusiast.
  • 🔍 Research Interests: Multi-object Tracking, Time Series Analysis, LLMs

Peiyuan Liu's GitHub stats

Peiyuan Liu's Projects

awesome-llm icon awesome-llm

Awesome-LLM: a curated list of Large Language Model

calf icon calf

An official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning"

climax icon climax

Foundation model for weather & climate

ece_391 icon ece_391

Machine problem assignments for the ECE391 Computer System Engineering course at the University of Illinois at Urbana-Champaign.

ece_408 icon ece_408

MP and Project for UIUC ECE 408 Fall 2022

fpga-game-design icon fpga-game-design

Fireboy & Water Girl in the Forest Temple implemented on an FPGA board for UIUC's ECE385 Digital Systems Laboratory.

itransformer icon itransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

ltsf icon ltsf

ltsf: A Python package for easy implementation and testing of top models for long-term time-series forecasting.

m5_thu icon m5_thu

Kaggle M5 - Accuracy Implementation

open-sora icon open-sora

Open-Sora: Democratizing Efficient Video Production for All

patchtst icon patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

pdf icon pdf

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

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

time-llm icon time-llm

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

wftnet icon wftnet

An official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)

xorbits icon xorbits

Scalable Python data science, in an API compatible & lightning fast way.

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