Implementation of the algorithm detailed in paper "Evolutionary design of molecules based on deep learning and a genetic algorithm"
MIT License
Exploration into the Firefly algorithm in Pytorch
Gibbs sampling for generating protein sequences
Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algo...
Implementation of Chroma, generative models of protein using DDPM and GNNs, in Pytorch
Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch
Implementation of MagViT2 Tokenizer in Pytorch
Implementation and replication of ProGen, Language Modeling for Protein Generation, in Jax
A denoising diffusion probabilistic model (DDPM) tailored for conditional generation of protein d...
Implementation of the DDPM + IPA (invariant point attention) for protein generation, as outlined ...
To be a next-generation DL-based phenotype prediction from genome mutations.
My own attempt at a long context genomics model, leveraging recent advances in long context atten...
Distributed Evolutionary Algorithms in Python
Replication attempt for the Protein Folding Model described in https://www.biorxiv.org/content/10...
Implementation of Nvidia's NeuralPlexer, for end-to-end differentiable design of functional small...