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Mingkai Wang's Projects

bio-transformers icon bio-transformers

bio-transformers is a wrapper on top of the ESM/Protbert model, trained on millions on proteins and used to predict embeddings.

ddgun icon ddgun

predict stability change upon mutation

elaspic icon elaspic

Predicting the effect of mutations on protein stability and protein-protein interaction affinity.

elaspic-rest-api icon elaspic-rest-api

Source code for the ELASPIC REST API: http://elaspic.kimlab.org/api/v1/docs.

elaspic2 icon elaspic2

Predicting the effect of mutations on protein stability and protein binding affinity using pretrained neural networks and a ranking objective function.

elaspic2-rest-api icon elaspic2-rest-api

Source code for the ELASPIC2 REST API: http://elaspic2-api.proteinsolver.org/docs.

fathmm icon fathmm

The Functional Analysis through Hidden Markov Models Software and Server

fathmm-mkl icon fathmm-mkl

Predict the functional consequences of both coding and non-coding single nucleotide variants (SNVs)

fellowship icon fellowship

ELIXIR-UK Fellowship – A Fellowship of UK ambassadors to build capacity in RDM for the life sciences

galaxy icon galaxy

Data intensive science for everyone.

hydrocluster icon hydrocluster

The program Hydrocluster is designed to determine the position, size and content of hydrophobic, hydrophilic and charged clusters in protein molecules. The program is based on the DBSCAN algorithm.

kmbio icon kmbio

Fork of biopython for local development

kmtools icon kmtools

Bits of reusable code to make our lives easier. Follows the *whole sort of general mish-mash* design principle.

muscle icon muscle

Multiple sequence alignment with top benchmark scores scalable to thousands of sequences. Generates replicate alignments, enabling assessment of downstream analyses such as trees and predicted structures.

proteinsolver icon proteinsolver

Graph neural network for generating novel amino acid sequences that fold into proteins with predetermined topologies.

proteintools icon proteintools

The code as found in https://proteintools.uni-bayreuth.de/

protlego icon protlego

Automated construction of protein chimeras and their analysis.

prottrans icon prottrans

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

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