GitHub - Puneet2000/ML-Algorithms: Machine learning algorithms from scratch in python.

ML-Algorithms

Description

Linear Regression : predicting quality of redwine on scale 1-10 given the composition of each components.
Logistic Regression : predicting if a person has hepatitis or not
Neural Network : Letter recognition using some info about each Letter (Very Bas accuracy though - can ignore xD)
classification decision tree - Prediction of celestial bodies(GALAXY,STAR,QUOS) using decision tree (GINI univariate splitting)
SVM - Breast Cancer prediction. Using SVM ( KERNELS , SMO algorithm ) to acheive 97% accuracy
Percepton - banknote authentication

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
Fishers Discriminant Analysis		Fishers Discriminant Analysis
Linear Regression		Linear Regression
Logistic Regression		Logistic Regression
Multicollienarity		Multicollienarity
Neural network		Neural network
SVM		SVM
classification Decision Tree		classification Decision Tree
percepton		percepton
README.md		README.md