Repository Index

This repository contains the source code for the paper First Order Motion Model for Image Animation

• deep-learning
• image-animation
• generative-model
• motion-retargeting

A collection of resources and papers on Diffusion Models

• diffusion-models
• generative-model
• machine-learning
• score-matching

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

• artificial-intelligence
• deep-learning
• generative-model
• score-matching

Official release of the ProGen models

• language-model
• protein
• generative-model

Generation of protein sequences and evolutionary alignments via discrete diffusion models

• discrete-diffusion
• generative-model
• multiple-sequence-alignment
• protein-sequences

A Euclidean diffusion model for structure-based drug design.

• ddpm
• drug-design
• equivariance
• generative-model

We would like to maintain a list of resources which aim to solve molecular docking and other closely related tasks.

• ai-aided-drug-discovery
• awesome
• drug-discovery
• molecular-docking

A Tensorfflow implementation of Attend, Infer, Repeat

• tensorflow
• vae
• neural-networks
• attention-mechanism

Sarus implementation of classical ML models. The models are implemented using the Keras API of tensorflow 2. Vizualization are implemented and can be seen in tensorboard.

• ai
• tensorflow
• tensorflow2
• keras

Generative models for transcriptomic-driven or protein-driven molecular design (PaccMann^RL).

• deep-reinforcement-learning
• generative-model
• vae
• molecule-generation