MachineLearningPlayground
Implementation of basic mathematical pattern recognition/machine learning techniques for fun
Setup
- Download with pip
pip install MLplayground
- Download with git
git clone https://github.com/lujiazho/MachineLearningPlayground.git
Tutorials
- β Support Vector Classifier (SVC)
- π Support Vector Regressor (SVR)
- π’ Ridge Regression
- π Nearest Mean
- π K-Means
- π K-Nearest Neighbors (KNN)
- π Perceptron Learning
- π· MSE techniques (classification&Regression)
- π Density Estimation (Non-parametric)
- π₯ Density Estimation (parametric)
- π ANN
- π PCA
Math Derivation
- β Support Vector Classifier (SVC)
- π Support Vector Regressor (SVR)
- π’ Ridge Regression
- π Nearest Mean & K-Means
- π K-Nearest Neighbors (KNN)
- π Perceptron Learning
- π· MSE techniques (classification&Regression)
- π Density Estimation
- π PCA
ML Playground
- π Digit Recognizer
- π Auto Encoder
- βοΈ
- π‘
- π£