Machine Learning algorithm implementations from scratch.
You can find Tutorials with the math and code explanations on my channel:
https://www.youtube.com/playlist?list=PLqnslRFeH2Upcrywf-u2etjdxxkL8nl7E
- KNN
- Linear Regression
- Logistic Regression
- Naive Bayes
- Perceptron
- SVM
- Decision Tree
- Random Forest
- Principal Component Analysis (PCA)
- K-Means
- AdaBoost
- Linear Discriminant Analysis (LDA)