Rob Maccallum's repositories
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
autoencoder_ipython
Ipython notebook for blog post entry
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
deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
InterFaceGAN
Code for paper `Interpreting the Latent Space of GANs for Semantic Face Editing`
keras-molecules
Autoencoder network for learning a continuous representation of molecular structures.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
molecule-autoencoder
A project to enable optimization of molecules by transforming them to and from a continuous representation.
moses
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
ORGANIC
Code repo for optimizing distributions of molecules.
stylegan
StyleGAN - Official TensorFlow Implementation