robmacc

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

autoencoder_ipython

Ipython notebook for blog post entry

autograd

Efficiently computes derivatives of numpy code.

capstone-molecule-environment

Reinforcement learning environment for inverse drug design.

Carbon_Molecule_Autoencoder-master

A Carbon molecule autoencoder neural network

chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

robmacc/adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

robmacc/autoencoder_ipython

Ipython notebook for blog post entry

robmacc/autograd

Efficiently computes derivatives of numpy code.

robmacc/capstone-molecule-environment

Reinforcement learning environment for inverse drug design.

robmacc/Carbon_Molecule_Autoencoder-master

A Carbon molecule autoencoder neural network

robmacc/chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

robmacc/deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

robmacc/GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

robmacc/GENTRL

Generative Tensorial Reinforcement Learning (GENTRL) model

robmacc/InterFaceGAN

Code for paper `Interpreting the Latent Space of GANs for Semantic Face Editing`

robmacc/keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

robmacc/mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

robmacc/molecule-autoencoder

A project to enable optimization of molecules by transforming them to and from a continuous representation.

robmacc/moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

robmacc/MUNIT

Multimodal Unsupervised Image-to-Image Translation

robmacc/objectives

robmacc/ORGAN

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

robmacc/ORGANIC

Code repo for optimizing distributions of molecules.

robmacc/SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

robmacc/SPADE

Semantic Image Synthesis with SPADE

robmacc/stylegan

StyleGAN - Official TensorFlow Implementation

robmacc/vaemols

Variational Autoencoder for Molecules