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: