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项目作者:
vineetjohn
项目描述 :
Machine Learning Algorithms from scratch
高级语言:
TeX
项目主页:
项目地址:
git://github.com/vineetjohn/machine-learning-algorithms.git
创建时间:
2017-01-11T01:36:36Z
项目社区:
https://github.com/vineetjohn/machine-learning-algorithms
开源协议:
下载
Machine Learning Algorithms
All of the algorithms are implemented from scratch.
Pre-requisites
Python 3
Algorithms
K Nearest Neighbours
Linear Regression
Mixture of Gaussians
Logistic Regression
Generalized Linear Regression
Bayesian Linear Regression
Gaussian Process Regression
Hidden Markov Models (Forward/Viterbi)
Deep Learning - Tensorflow
Assignments - Including theory
Assignment 1
Assignment 2
Assignment 3
Assignment 4
Assignment 5