This Repository hosts all important concepts in Machine Learning, Deep Learning and Generative Models
I am trying to implement them all from scratch.
Models implemented till date:
- Linear Regression
- Logistic Regression
- Decision Trees and Random Forests
- Stone-Grad ( A dynamic reverse-mode autodiff engine)
- Bigram Language Model
- Probabilistic Language Model
- Encoder-decoder Transformer Model (Attention is all you need)
- Stone-gippity ( Ultra Small GPT implementation)
- Stone-gippity-2 (soon)