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Gwen's Projects

alphaflow icon alphaflow

AlphaFold Meets Flow Matching for Generating Protein Ensembles

amas icon amas

Calculate summary statistics and manipulate multiple sequence alignments

archs4py icon archs4py

Python package to load and query ARCHS4 data

arxiv-vanity icon arxiv-vanity

Renders papers from arXiv as responsive web pages so you don't have to squint at a PDF.

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bartsmiles icon bartsmiles

BARTSmiles, generative masked language model for molecular representations

bio-diffusion icon bio-diffusion

A PyTorch hub of denoising diffusion probabilistic models designed to generate novel biological data

borg-land icon borg-land

🧠 Horizon AI Template - Trendiest Open-source ChatGPT UI AI Template & Starter Kit for React, NextJS & Chakra UI

bx-python icon bx-python

Tools for manipulating biological data, particularly multiple sequence alignments

ddpm-ipa-protein-generation icon ddpm-ipa-protein-generation

Implementation of the DDPM + IPA (invariant point attention) for protein generation, as outlined in the paper "Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models"

deepevolve icon deepevolve

Rapid hyperparameter discovery for neural nets using genetic algorithms

diffdock icon diffdock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

diffsbdd icon diffsbdd

A Euclidean diffusion model for structure-based drug design.

eternabench icon eternabench

Evaluating RNA structure prediction using diverse thermodynamic prediction tasks and high-throughput datasets.

evo icon evo

DNA foundation modeling from molecular to genome scale

gromacs icon gromacs

Public/backup repository of the GROMACS molecular simulation toolkit. Please do not mine the metadata blindly; we use https://gitlab.com/gromacs/gromacs for code review and issue tracking.

invariant-point-attention icon invariant-point-attention

Implementation of Invariant Point Attention, used for coordinate refinement in the structure module of Alphafold2, as a standalone Pytorch module

kalign icon kalign

A fast multiple sequence alignment program.

linearfold icon linearfold

The new source code of the LinearFold, linear-time prediction for RNA secondary structures

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