ml-models

This repository contains machine learning (and related) algorithms for data science that I've rewritten for educational purposes.

At the present moment, I've writted codes for Decision Trees, Linear Regression, KMeans and KNN.
The project includes a video series (pt-br) explaning how the these algorithms work. The first available video is the explaining KNN.
The models are made using object oriented programing (OOP), in a similiar fashion to the sklearn modules.
I'm planning to add Logistic Regression, Random Forest and tools such as Cross Validation in the future.

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
data		data
img		img
.gitignore		.gitignore
README.md		README.md
decision-tree.ipynb		decision-tree.ipynb
deep-learning.ipynb		deep-learning.ipynb
kmeans.ipynb		kmeans.ipynb
knn.ipynb		knn.ipynb
linear-regression.ipynb		linear-regression.ipynb
logistic-regression.ipynb		logistic-regression.ipynb
oop-concepts.ipynb		oop-concepts.ipynb

Provide feedback