README.md

GradientCrescent

Source directory for all projects on GradientCrescent or on Towards Data Science. All tutorial articles featuring code can be found within each linked repository.If you like a repository, please show your appreciate with a star for both this master repo and the target repo!

List of Publications

Building Offensive AI Agents for Doom using Dueling Deep Q-learning.

https://github.com/EXJUSTICE/Doom_DQN_GC

Building Improved AI agents for Doom using Double Deep Q-learning

https://github.com/EXJUSTICE/Doom_DQN_GC

Playing Doom with AI: Multi-objective optimization with Deep Q-learning

https://github.com/EXJUSTICE/Doom_DQN_GC

Generating Fake News with OpenAI’s Language Models

https://github.com/EXJUSTICE/gpt-2

Automating Doom with Deep Q-Learning: An Implementation in Tensorflow.

https://github.com/EXJUSTICE/Doom_DQN_GC

Detecting COVID-19 induced Pneumonia from Chest X-rays with Transfer Learning: An implementation in Tensorflow and Keras.

https://github.com/EXJUSTICE/COVID19_Detection_Transfer_Learning_VGG16

How to Win a Hackathon - Real-time Mobile Wildfire Detection in Tensorflow Lite.

https://github.com/EXJUSTICE/Sammuta

Optimized Deep Q-learning for Automated Atari Space Invaders: An Implementation in Tensorflow 2.0.

https://github.com/EXJUSTICE/Optimized_DQN_OpenAI_SpaceInvaders

Fundamentals of Reinforcement Learning: Automating Pac-man with Deep Q-learning: An Implementation in Tensorflow.

https://github.com/EXJUSTICE/Deep_Q-learning_OpenAI_MissPacman

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