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Projects List

Research

  • bcell - A framework for linear B-cell epitope prediction and classification. (ECML PKDD 2023)
  • deep-vaccine - Predict multi-epitope vaccine subunit candidates using NLP.
  • master-thesis - The code for my master's degree project.

Tools

  • py-cdhit - A Python interface for CD-HIT package.
  • auto-sphinx-page-action - GitHub action that creates website using Sphinx.
  • phasty - A Python interface for PHAST (phylogenetic analysis with space/time models).
  • config-argument-parser - A package help automatically create command-line interface from configuration or code.

Featured Projects

Others

  • scipy/scipy - SciPy library main repository
  • pandas-dev/pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
  • scikit-learn/scikit-learn - scikit-learn: machine learning in Python
  • pytorch/pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
  • shap/shap - A game theoretic approach to explain the output of any machine learning model.
  • pyg-team/pytorch_geometric - Graph Neural Network Library for PyTorch
  • matplotlib/matplotlib - matplotlib: plotting with Python
  • probml/pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy
  • scverse/scanpy - Single-cell analysis in Python. Scales to >1M cells.

Xiao Yuan's Projects

bcell icon bcell

A framework for linear B-cell epitope prediction and classification. (ECML PKDD 2023)

deep-vaccine icon deep-vaccine

Predict multi-epitope vaccine subunit candidates using NLP.

n-body icon n-body

N-body simulation with quadtree, OpenMP parallelized.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

phasty icon phasty

A Python interface for PHAST (phylogenetic analysis with space/time models).

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scanpy icon scanpy

Single-cell analysis in Python. Scales to >1M cells.

scipy icon scipy

SciPy library main repository

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

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