ppxwdy / python-machine-learnning-algorithms

Python-Machine-Learnning-Algorithms

I re-upload my works in realizing machine learning algorithms to this repository so that I dont need to create a new repository every time I start a new algorithm, which is also more convenient for me to manage and classify these works. Otherwise I have to specify what kind of algorithm it is and I can have a list about what have been done, what I am working at and what will I do in the future.

Motivation about the project

I am doing this because I am not good, maybe not good enough. I learn the machine learning knowledge in many ways and I didn't learn them scientifically. Thus, I always find that I know the algorithm but I cannot tell details about it and I don't really how does it work. To solve the problem, also record my learnning curve and what I have learnt during the process, I decide to do this and hope I can keep working on it and make it a good project.

What have been done:

Supervised Learning

1\ KNN

2\ Linear Regression

3\ Random Forest

Unsupervised Learning

1\ K-means

2\ PCA