Machine Learning

Protein Function Prediction Using Gene Ontology Embeddings & Deep Learning.

Embedding ontology axioms…

Fundamentals of Reinforcement Learning: Illustrating Online Learning through Temporal Differences

Fundamentals of Reinforcement Learning: Understanding Blackjack Strategy through Monte Carlo Methods

Fundamentals of Reinforcement Learning: Navigating Gridworld with Dynamic Programming

Fundamentals of Reinforcement Learning: Automating Pong with a Policy Model— an Implementation in Keras

Fundamentals of Reinforcement Learning: Markov Decision Processes, Policies, & Value Functions

Fundamentals of Reinforcement Learning : The K-bandit Problem, Illustrated

Capturing Beauty — Hybrid Incremental Learning for AI-powered Tinder profile swiping : An Implementation in Keras.

Seeing is Believing — Mesoscopic Neural Networks for Synthetic Image Detection: an Implementation in Keras and…

Improving Classification Accuracy using Data Augmentation & Segmentation: A hybrid implementation in Keras &…