Machine-Learning-from-Scratch

I built machine learning models from scratch to understand their algorithms. The following models have been built and test:

• Linear Regression
• K-Means Clustering
• (Fully Connected) Neural Network
• Convolutional Neural Network
• Decison Tree
• Random Forest
• Adaptive Boosting (AdaBoost)

There is also an generative pre-trained transformer (GPT) in ohter repository:

• Generative Pre-Trained Transformer (GPT)