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yichen's Projects

100-days-of-code icon 100-days-of-code

Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)

annetgpgpu icon annetgpgpu

A GPU (CUDA) based Artificial Neural Network library

awesome-mac icon awesome-mac

 This repo is a collection of awesome Mac applications and tools for developers and designers.

chatgpt-on-wechat icon chatgpt-on-wechat

Wechat robot based on ChatGPT, which using OpenAI api and itchat library. 使用ChatGPT搭建微信聊天机器人,基于GPT3.5 API和itchat实现

ciml icon ciml

A Course in Machine Learning

computationalphysics2 icon computationalphysics2

Advanced course in Computational Physics, see texbook at http://compphysics.github.io/ComputationalPhysics2/doc/LectureNotes/_build/html/ with an emphasis on computational quantum mechanics, machine learning and quantum computing.

covid-sim icon covid-sim

This is the COVID-19 CovidSim microsimulation model developed by the MRC Centre for Global Infectious Disease Analysis hosted at Imperial College, London.

ddcrp-gibbs icon ddcrp-gibbs

Gibbs sampler for the Distance Dependent Chinese Restaurant Process

dotfiles-1 icon dotfiles-1

:wrench: .files, including ~/.macos — sensible hacker defaults for macOS

hdp icon hdp

Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

lda-c icon lda-c

This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.

leeao icon leeao

大李敖全集 wjm_tcy gitbook repo

lsm-hg icon lsm-hg

A latent space model of hypergrphs

materials icon materials

Bonus materials, exercises, and example projects for our Python tutorials

mcmc icon mcmc

C++ & R code for Markov Chain Monte Carlo estimation (Gibbs sampling, MH random walk, various flavors of adaptive MCMC, etc), and functions relevant to the truncated multivariate Gaussian distribution

mcmc-1 icon mcmc-1

A C++ library of Markov Chain Monte Carlo (MCMC) methods

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