Xiao Yuan's repositories

py-cdhit

A Python package for CD-HIT, clustering protein or nucleotide sequences.

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config-argument-parser

A package to help automatically create command-line interface from configuration or code.

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complex_systems

A Python package for studying complex systems.

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docker-flask-redis-celery

Docker Compose template for web application.

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phasty

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

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2048-ai-tk

2048 AI in Python with GUI.

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auto-sphinx-page-action

GitHub action that creates website using Sphinx.

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bcell

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

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deep-vaccine

Predict multi-epitope vaccine subunit candidates using NLP.

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genome_analysis

Genome analysis labs.

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vae-mixin-pytorch

Variational autoencoders as mixins.

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config-argument-parser-docs

Docs of config-argument-parser.

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master-thesis

The code for my master's degree project.

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matplotlib

matplotlib: plotting with Python

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n-body

N-body simulation with quadtree, OpenMP parallelized.

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numpy

The fundamental package for scientific computing with Python.

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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

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pyprobml

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

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorch_geometric

Graph Neural Network Library for PyTorch

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repositories-list

A list of my public repos.

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scanpy

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

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scikit-learn

scikit-learn: machine learning in Python

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scipy

SciPy library main repository

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shap

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

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