There are some basic arithmatic in Pattern Recognization and Machine Learning writed in Python in this repository

Last update: Nov 19, 2021

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Algorithms Pattern_Recognization_and_Machine_Learning

Overview

Pattern_Recognization_and_Machine_Learning

There are some basic arithmatics in Pattern Recognization and Machine Learning writted in Python in this repository

这其中的内容其实是一个课程的课程作业：
学院：华中科技大学人工智能与自动化学院
课程：模式识别与机器学习

这里面包含的算法有

PLA
Pocket
梯度下降
- Linear regression (parsing_and_iteration)
- Adagram
- RMS
- Momentum
- Adam
- Random linear regression
Fisher
Logistic
SVM
- Primer SVM
- Duel SVM
- Kernel SVM
OAO
softmax
neural network
LeNet

I am sorry to tell you that I only upload the .py files that I wrote because the whole envirnment (including all the needed packages, such as pytorch and numpy) is too big for git to upload. I haven't found the method to copy with this problem. If one day I find the method, I'll upload my whole envirnment.
But don't worry, because you can put the .py files in your own envirnment and the Pycharm will guide you to donwload the packages you need.

Owner

GitHub Repository

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