This whole repository involves implementation of sever ML classifiers/ regressors and techniques from scratch with basic Python packages.
-
Bayes Classifier from scratch - Single class/ multiclass
-
Bias-variance analysis
-
Overfitting-underfitting analysis
-
Bayesian Regression from scratch
-
Logistic regression
-
SVM
-
Decision Tree
-
Random Forest Classifier
-
Adaboost