notes

math proofs

notes from Transition to Higher Mathematics, Structure and Proof by Bob A. Dumas and John E. McCarthy.

interpretability & causality

notes on causal & interpretable ML approaches

theoretical statistics

course notes from STATS200

stock price prediction using RNNs

building a simple web app for direct forecasting of stock prices using recurrent neural networks (RNNs)

variational autoencoders

math/intuition behind VAEs

data structures & algos

notes from leetcode