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zachysun/README.md

Hi there 👋 I'm Zhengke Sun

zachysun's github stats

Top Langs

Research interests:

  • Time Series-Language Models, LLM4TS [2024.5 - Present]
  • Image Restoration, Vision-Language Models, Medical Imaging [2024.3 - Present]
  • Traffic Prediction, Spatio-Temporal Learning, Time Series Analysis [2023.3 - 2024.1]
  • Semi-supervised Learning (tabular data) [2021 - 2022]
  • Imbalaced Learning (tabular data) [2021 - 2022]
  • ...

Skills:

  • Python, C/C++, JavaScript, MATLAB
  • Pytorch, Tensorflow
  • 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 16 1

  2. Taxi_Traffic_Benchmark Taxi_Traffic_Benchmark Public

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

    Python 11 3

  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 7 1

  4. Tabular-SSL Tabular-SSL Public

    Tabular data semi-supervised learning based on curriculum learning and pseudo label(A simple experiment)

    Jupyter Notebook 2 1

  5. HAR_In_Dark HAR_In_Dark Public

    Models about Video Human Action Recognition in Dark (Late Fusion, SlowFast, Two-stream)

    Python

  6. DailyArXiv DailyArXiv Public

    Get arXiv papers everyday

    Python