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zachysun/README.md

Hi there 👋

GitHub Stats & Languages


AI Experiences:

  • Image Restoration, Vision-Language Models, Medical Imaging [2024.3 - 2025.3]
  • Time Series-Language Models, LLM4TS [2024.5 - 2024.8]
  • Traffic Prediction, Spatio-Temporal Learning, Time Series Analysis [2023.3 - 2023.6]
  • Semi-supervised Learning for tabular data [2021 - 2022]
  • Imbalaced Learning for tabular data [2021 - 2022]

Skills:

  • Python, C/C++, JavaScript, MATLAB
  • Pytorch, Tensorflow, LaTeX, Vue.js, Node.js

Pinned Loading

  1. MACNN-Pytorch MACNN-Pytorch Public

    Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks2021]

    Python 17 1

  2. Taxi_Traffic_Benchmark Taxi_Traffic_Benchmark Public

    Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)

    Python 13 4

  3. Traffic_Prediction_Modules Traffic_Prediction_Modules Public

    Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)

    Python 9 1

  4. TS-Lang-Exp TS-Lang-Exp Public

    Code to paper “Exploring the Effectiveness and Interpretability of Texts in LLM-based Time Series Models”.

    Python

  5. DailyArXiv DailyArXiv Public

    Get arXiv papers everyday (Add Cool Paper for AI summary)

    Python 2

  6. MathAgent MathAgent Public

    A simple math agent build with multiple AI Agent frameworks (CAMEL, LangChain, Agno, AutoGen, PocketFlow, CrewAI, LangGraph).

    Python