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Top 23 Python Genomic Projects
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I also like contributing specifically to my field. As a PhD student and possibly future scientist, I have a vested interest in the quality of the software in my field–specifically, structural bioinformatics. I use several tools in this field and often find areas that can be improved, both for myself and others. As an example, consider this minor documentation change I added to the Biopython documentation.
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deepvariant
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
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nucleotide-transformer
🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics
Project mention: Nucleotide Transformer: building robust foundation models for human genomics | news.ycombinator.com | 2024-12-07Any given segment of DNA within a gene can classified as ignored, transcribed into RNA and spliced into another segment, can signal to start or end a splice, can signal the start or end of the protein, can be a regulatory switch for other parts of DNA, and more...
This LLM takes a DNA sequence and assigns probabilities for each of those classifications: https://github.com/instadeepai/nucleotide-transformer .
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enformer-pytorch
Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch
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DNA-Diffusion
🧬 Generative modeling of regulatory DNA sequences with diffusion probabilistic models 💨
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hgvs
Python library to parse, format, validate, normalize, and map sequence variants. `pip install hgvs`
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veba
A modular end-to-end suite for in silico recovery, clustering, and analysis of prokaryotic, microeukaryotic, and viral genomes from metagenomes
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enrich_omics
A python package to explore pathways, diseases and drugs associated to a list of targets (genes, proteins, etc)
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Python Genomics discussion
Python Genomics related posts
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Invitación a proyecto - Biopython en Español
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Snakemake – A framework for reproducible data analysis
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Biopython – Python Tools for Computational Molecular Biology
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comparing the similarity between a set of protein sequences
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Look over my purchase, is there anything I should return?
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u/Responsible-Gas3852 comments on "Why is Cancer so Hard to Cure?"
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My boss is considering letting me take a programming course if I have some good reasons why.
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A note from our sponsor - SaaSHub
www.saashub.com | 18 Mar 2025
Index
What are some of the best open-source Genomic projects in Python? This list will help you:
# | Project | Stars |
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1 | Biopython | 4,524 |
2 | deepvariant | 3,341 |
3 | galaxy | 1,464 |
4 | Hail | 997 |
5 | ncbi-genome-download | 988 |
6 | pyCirclize | 833 |
7 | goatools | 808 |
8 | eggnog-mapper | 596 |
9 | nucleotide-transformer | 579 |
10 | enformer-pytorch | 465 |
11 | pyfaidx | 466 |
12 | DNA-Diffusion | 382 |
13 | truvari | 344 |
14 | pyGenomeViz | 312 |
15 | hgvs | 260 |
16 | Scoary | 190 |
17 | ariba | 172 |
18 | veba | 83 |
19 | ClipKIT | 70 |
20 | covid-19-genomes | 52 |
21 | UPIMAPI | 31 |
22 | arcsv | 28 |
23 | enrich_omics | 19 |