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ai_for_healthcare

This is the code for "AI for Healthcare" By Siraj Raval on Youtube

brain_projects

This repo will consist of brain projects as it relates to the field of deep learning and computer vision techniques. As you know, the brain is a high complex organism within our bodies. Mapping the brain 100% is still an incredibly difficult task so my goal in this repo is to offer you a variety of different projects that can assist you on your brain mapping journey within the field of artificial intelligence and neuroscience.

chemgan-challenge

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

chest-radiology-ai

Classification of CheXpert X-rays using CNNs

chest-x-ray-image-classification

More details: see the kaggle competition: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

convnet

CNN to detect Pneumonia using Chest X-Rays

covid-19-detection

Detect Covid-19 with Chest X-Ray Data

covidaid

COVID-19 Detection Using Chest X-Ray

cv_model_deployment

This repository is a list of code for various model deployment techniques within the computer vision space.

cyber_security

Generative Adversarial Network to generate malware to evade detection

datasynthesizer

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dermatology-ai

dermatology-disease-detection-with-tensorflow-dump

Identifying the type of disease caused on skin

drl_projects

This repo consist of a portfolio of deep reinforcement learning projects.

drug-discovery-using-gans

Check out the dash visualization at https://dash-drug-explorer.plot.ly/out

ensemble-of-multi-scale-cnn-for-dermatoscopy-classification

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

facial_recognition_projects

This is a portfolio of facial recognition projects we've created for us or our clients.

forked_repos

gan_projects

Here are a list of generative adversarial network (GAN) projects we've created.

gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-generative-adversarial-networks-with-keras

Hands-On Generative Adversarial Networks with Keras, published by Packt

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

malwaregan

Adversarial Malware Generator Using GANs

medgan

Generative adversarial network for generating electronic health records.

medgan-tips

[Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.

melanoma_classifier

CNN classifier to detect melanoma from benign skin lesions