asrjy / machine-learning

Becoming an MLE

Almost daily updates of stuff I learn and make use of.

What's in this repo?

• Notes and exercises of various books and courses
• Implementations of algorithms, papers

What am I learning right now?

• Deep Reinforcement Learning
• Transformers

What am I reading right now?

• Machine Learning with scikitlearn and PyTorch by Sebastian Raschka

Implementations of algorithms that can be found in this repo

• Simple Linear Regression
• Multivariate Linear Regression
• Logistic Regression
• Perceptron
• Classification and Regression Trees
• Naive Bayes
• K-Nearest Neighbours
• Backpropogation
• Gated Recurrent Unit (GRU)
• Adam Optimizer
• Long Short-term Memory (LSTM)