EXJUSTICE/Doom_DQN_GC

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EXJUSTICE/Doom_DQN_GC

EXJUSTICE

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DOOM DQN Agents in Tensorflow 2, and Pytorch.

GradientCrescent

Host directory for all GradientCrescent and TowardsDataScience Deep Learning projects

COVID19_Detection_Transfer_Learning_VGG16

Detecting COVID-19 induced Pneumonia from Chest X-rays with Transfer Learning

Jupyter Notebook

StyleGAN-RNN-Tinder_profile_generation

Generation of images and bios using StyleGAN and RNN architectures

Jupyter Notebook

Urban_Sound_Classification

Classification of urban sounds using spectrogram representations

Jupyter Notebook

Optimized_DQN_OpenAI_SpaceInvaders

Optimizing DQN Performance using data stacking and composition

Jupyter Notebook

StyleGAN-TrumpPortraits

ThisPresidentDoesNotExist: StyleGAN generation using Tensorflow

Jupyter Notebook

LISICON_NASICON_IonicConductivity_Classification

Data and code for the publication for J. Phys. Commun

GRAB_SEA_CVChallenge

Optimizing a MobileNet classifier on the constrained Stanford Cars Dataset

Jupyter Notebook

RNN-Product-Classification-NDSC2019

RNN based prediction approach on Shopee Dataset by team Datakrafters

Jupyter Notebook

RNN-LSTM-Foreseeing_the_Financial_Crisis

Attempting to capture impending financial doom using stock data data from 2006

Jupyter Notebook

YOLO-burglar-Alarm

ML-burger alarm, based on YOLO using TensorFlow

MonteCarlo_Blackjack_Visualization

Monte Carlo visualization of Blackjack state-values

Jupyter Notebook

Deep_Q-learning_OpenAI_MissPacman

Deep Q-learning and Epsilon Greedy Policies to tackle the OpenAI MsPacman environment

Jupyter Notebook

Sammuta

ML-powered wildfire recognition - 1st place winner at NASA SpaceApps 2018

Coursera_Reinforcement_Learning_Specialization

Coursera Reinforcement Learning Specialization

Jupyter Notebook

Neural-Network-Style-Transfer

VGG trained covnet code for transferring styles over to a reference image, to create unique artworks.

KMNIST-GAN

Generation of ancient Japanese Script using an Adversial Autoencoder GAN

Jupyter Notebook

Investr

Portfolio visualization and management app for Android

deeplearning_chemistry

A central repository for all things related to deep learning in chemistry. Focused on generative, molecular, and inverse design projects.

Keras-Malaria-Cell-Classification

Kaggle-mounted CNN classifier using Keras

Jupyter Notebook

Veritas

App designed to track mental health using Microsoft's Emotion API

Pong_OpenAI_Keras

A Keras' based approach to Atari's Pong, within the OpenAI environment.

Jupyter Notebook