Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
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Updated
Aug 30, 2020 - Python
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Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Project Home repo for Central Dockerfile and Project-wide issues
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
Scripts to download genomes from the NCBI FTP servers
Is this on anyone's radar? I know it's a simple item to add directly
Java utilities for Bioinformatics
[DEPRECATED] Bioinformatics and Computational Biology Infrastructure for Julia
Personalized Genomics and Proteomics. Main diet: Ensembl, side dishes: SNPs
A taxonomic toolbelt for R
An interactive heatmap visualization built using D3.js
Ten Quick Tips for Deep Learning in Biology
A powerful open source data warehouse system
Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.
Curated (meta)list of resources for Biology.
Build, share, and embed visualizations of metabolic pathways.
Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software
A Python Library for Conway's Game of Life
poseidon system - open source syringe pumps and microscope for laboratories
INDRA (Integrated Network and Dynamical Reasoning Assembler) is an automated model assembly system interfacing with NLP systems and databases to collect knowledge, and through a process of assembly, produce causal graphs and dynamical models.
Bioinformatics toolkits for manipulating sequence, alignment, and phylogenetic tree files
Race and ethnicity Imputation from Disease history with Deep LEarning
Double stranded DNA & simulation of homologous recombination, Gibson assembly, cut&paste cloning in Python and Jupyter notebooks
Biological sequences for the julia language
Global Biotic Interactions provides access to existing species interaction datasets
As analyzing biological data with BioFSharp involves a lot of scripting, optional pretty printers help a lot when looking at results directly in the fsi window. This should be especially easy to add for parsing libraries that can already write the correct file format. A basic pretty printer for biocollections is already impelemented.
Here are some formats from the top of my head, feel free to add
"Dimensionality-increasing" data visualization tool and interactive WebGL Jupyter widget built for single-cell data.
Add a description, image, and links to the biology topic page so that developers can more easily learn about it.
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