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James Lingford's Projects

alan icon alan

Alignment viewer for linux terminal

alphafill icon alphafill

AlphaFill is an algorithm based on sequence and structure similarity that “transplants” missing compounds to the AlphaFold models. By adding the molecular context to the protein structures, the models can be more easily appreciated in terms of function and structure integrity.

ancestralseq icon ancestralseq

Python framework for doing ancestral sequence reconstruction

cg_simtk_protein_folding icon cg_simtk_protein_folding

A toolkit for building CG model of protein/ribosome and MD simulation protocols for protein co- and post-translational folding

deepfolding icon deepfolding

Protein contacts prediction using deep learning models

esm icon esm

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

foldseek icon foldseek

Foldseek enables fast and sensitive comparisons of large structure sets.

gene-cluster-search-pipeline icon gene-cluster-search-pipeline

A pipeline for constructing a list of genome sequences that are candidates for containing a user-specified gene cluster of interest. This pipeline utilizes Python scripts, NCBI E-utilities and the NCBI Identical Protein Groups database to convert the results of BLASTp searches (proteins) to the corresponding genome sequences. This pipeline was des

genetic_ancestors icon genetic_ancestors

Scripts to generate simulations and plots used in blog posts on genetic and genealogical ancestry gcbias.org/category/genetic-genealogy/ . These scripts were written over a couple of afternoons and are by no means optimal ways of constructing these quantities. Hopefully they will be of use.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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