In this project you will find basic implementations of Machine Learning algoritms from scratch using Numpy library.
- K-means - scipy generated dataset
- Neural Network - MNIST dataset
- Loss functions
- Weight Initialization
- Normalization
- SVM
- XGBoost
- Random forest
- Naive Bayes