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项目作者： Koukyosyumei

项目描述 ：
implement machine learning models from scratch
高级语言： Python
项目地址: git://github.com/Koukyosyumei/ML_from_Scratch.git
创建时间： 2020-12-07T23:23:19Z
项目社区：https://github.com/Koukyosyumei/ML_from_Scratch
开源协议：
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Implement various machine learning methods from scratch

1. Causal Inference

propensity score matching for causal analysis from scratch using Python

2. Decision Tree

decision tree and random forest from scratch using Python

3. IRT (Item response theory)

implementation of IRT model with stan

4. Variational Bayesian Learning

a. Latent Dirichlet Allocation

variational bayesian LDA from scratch with Go

b. Matrix Decomposition

variational bayesian matrix decomposition with Python