GradientCrescent

List of Publications

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

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

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 TensorFlow

Into the Cageverse — Deepfaking with Autoencoders: An Implementation in Keras and Tensorflow

Foreseeing Armageddon: Could AI have Predicted the Financial Crisis? A Scenario Study using Recurrent Neural Networks

Generating Believable Tinder Profiles using AI: Adversarial & Recurrent Neural Networks in Multimodal Content Generation

ThisPresidentDoesNotExist: Generating Artistic Presidential Portraits using Style-based Adversarial Networks and Transfer Learning: Theory and Implementation in Tensorflow

Applying Sentiment Analysis to E-commerce classification using Recurrent Neural Networks in Keras: Theory and Implementation

Urban Sound Classification using Convolutional Neural Networks with Keras: Theory and Implementation

Generating extinct Japanese script with Adversarial Autoencoders: Theory and Implementation

Building a Malaria Classifier with Keras: Background & Implementation