EvanKomp

EvanKomp

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GANdy-team

EvanKomp's repositories

aide

An attempt to create a modular, unifying code base for incorporating recent (and future) AI techniques to accelerate directed evolution campaigns.

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aide_predict

A toolset and pipeline for running selection on a combinatorial library. Intended to be assimilated into a broader AIDE environment that includes IO, generation, etc.

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alphafold

Open source code for AlphaFold.

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cclib

Parsers and algorithms for computational chemistry logfiles

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CHACK_documents

Supporting documents for the C-HACK 2022 event given to students

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DAMPN

Isolated repo for testing distance aware message passing architecture

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quickq

Prediction of partition functions using trained ML estimators

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deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

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dsmcer_guest_lecture

Hyperparameter optimization lecture

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EpHod

Deep learning prediction of enzyme optimum pH

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EvoProtGrad

Directed evolution of proteins in sequence space with gradients

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FriendGems

Software to host a private database and UI for friends to share and rate their hidden gems

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GANdy

This repository estimates uncertainty using GANs and other machine learning models such as GPs and BNNs.

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haddock3

Official repo of the modular BioExcel version of HADDOCK

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molscore

Provide metrics on the depth and breadth of a set of molecules

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NOAA_storm_data

Pull and extract NOAA storm data fro the purposes of the C-HACK tutorial

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openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

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psi4

Open-Source Quantum Chemistry – an electronic structure package in C++ driven by Python

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tfkeras_tutorial

Valleau lab tensorflow keras tutorial. Basics of machine learning and making neural networks.

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UWrc.github.io

The best research computing website in all the land.

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ValidProt

Validating protein pair functionality

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zotero_organize

Read zotero abstracts using LLM in order to create a new organization of folders.

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