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Nicolas Jonsson's Projects

bash_search icon bash_search

Blazingly fast and interactive file search scripts, based on FZF and BASH.

colabdesign icon colabdesign

Making Protein Design accessible to all via Google Colab!

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

cpt icon cpt

Cross-protein transfer learning for variant effect prediction

dtu_mlops icon dtu_mlops

Exercises and supplementary material for the machine learning operations course at DTU.

dtu_mlops_vxh357 icon dtu_mlops_vxh357

This repository is a modified version of the DTU Machine Learning Operations course materials, featuring my personal solutions. Originally git cloned from https://github.com/SkafteNicki/dtu_mlops

esm icon esm

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

evcouplings icon evcouplings

Evolutionary couplings from protein and RNA sequence alignments

eve icon eve

Official repository for the paper "Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning". Joint collaboration between the Marks lab and the OATML group.

evmutation icon evmutation

Mutation effects predicted from sequence co-variation

evzoom icon evzoom

Visually explore covariation in protein families

git-commit-message icon git-commit-message

Git commit message: how to write a great git commit message and commit template for version control

gremlin icon gremlin

GREMLIN is a method to learn a statistical model of a protein family that captures both conservation and co-evolution patterns in the family. The strength of measured co-evolution is strongly predictive of residue-residue contacts in the 3D structure of the protein.

hgvs icon hgvs

Python library to parse, format, validate, normalize, and map sequence variants. `pip install hgvs`

kull_prism icon kull_prism

Software development pipelines related to the PRISM project

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