GradientCrescent
Source directory for all projects on GradientCrescent. All tutorial articles featuring code can be found within each linked repository.
List of Publications
Fundamentals of Reinforcement Learning: Understanding Blackjack Strategy through Monte Carlo Methods
https://github.com/EXJUSTICE/MonteCarlo_Blackjack_Visualization
Fundamentals of Reinforcement Learning: Automating Pong in using a Policy Model— an Implementation in Keras
https://github.com/EXJUSTICE/Pong_OpenAI_Keras
Capturing Beauty — Hybrid Incremental Learning for AI-powered Tinder profile swiping : An Implementation in Keras.
https://github.com/EXJUSTICE/Tinder_Incremental_Learning
Seeing is Believing — Mesoscopic Neural Networks for Synthetic Image Detection: an Implementation in Keras and TensorFlow
https://github.com/EXJUSTICE/StyleGAN_MesoscopicNeuralNetworks
Into the Cageverse — Deepfaking with Autoencoders: An Implementation in Keras and Tensorflow
https://github.com/EXJUSTICE/DeepFake_FaceSwap
Foreseeing Armageddon: Could AI have Predicted the Financial Crisis? A Scenario Study using Recurrent Neural Networks
https://github.com/EXJUSTICE/RNN-LSTM-Foreseeing_the_Financial_Crisis
Generating Believable Tinder Profiles using AI: Adversarial & Recurrent Neural Networks in Multimodal Content Generation
https://github.com/EXJUSTICE/StyleGAN-RNN-Tinder_profile_generation
ThisPresidentDoesNotExist: Generating Artistic Presidential Portraits using Style-based Adversarial Networks and Transfer Learning: Theory and Implementation in Tensorflow
https://github.com/EXJUSTICE/StyleGAN-TrumpPortraits
Applying Sentiment Analysis to E-commerce classification using Recurrent Neural Networks in Keras: Theory and Implementation
https://github.com/EXJUSTICE/RNN-Product-Classification-NDSC2019
Urban Sound Classification using Convolutional Neural Networks with Keras: Theory and Implementation
https://github.com/EXJUSTICE/Urban_Sound_Classification
Generating extinct Japanese script with Adversarial Autoencoders: Theory and Implementation
https://github.com/EXJUSTICE/KMNIST-GAN
Building a Malaria Classifier with Keras: Background & Implementation
https://github.com/EXJUSTICE/Keras-Malaria-Cell-Classification