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Zachary Martinez's Projects

diffdock icon diffdock

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

diffdock-pp icon diffdock-pp

Implementation of DiffDock-PP: Rigid Protein-Protein Docking with Diffusion Models in PyTorch (ICLR 2023 - MLDD Workshop)

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

evodiff icon evodiff

Generation of protein sequences and evolutionary alignments via discrete diffusion models

fast icon fast

Fusion models for Atomic and molecular STructures (FAST)

geodock icon geodock

Flexible Protein-Protein Docking with a Multi-Track Iterative Transformer.

lightdock icon lightdock

Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm

mop-up icon mop-up

A pipeline that constructs bipartite protein-sharing networks for bacteriophages to analyze host-range, taxonomy and horizontal gene transfer.

trill icon trill

Sandbox for Deep-Learning based Computational Protein Design

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