List of Computer Science courses with video lectures.
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Updated
Dec 19, 2023
Bioinformatics is an interdisciplinary field that intersects with biology, computer science, mathematics and statistics. It concerns itself with the development and use of methods and software tools for collecting and analyzing biological data.
List of Computer Science courses with video lectures.
Data Apps & Dashboards for Python. No JavaScript Required.
Official git repository for Biopython (originally converted from CVS)
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
A curated list of awesome Bioinformatics libraries and software.
A DSL for data-driven computational pipelines
Single-cell analysis in Python. Scales to >1M cells.
An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging...)
A versatile pairwise aligner for genomic and spliced nucleotide sequences
Conda recipes for the bioconda channel.
A full spaCy pipeline and models for scientific/biomedical documents.
Official code repository for GATK versions 4 and up
Burrow-Wheeler Aligner for short-read alignment (see minimap2 for long-read alignment)
Toolkit for processing sequences in FASTA/Q formats
Data intensive science for everyone.
MMseqs2: ultra fast and sensitive search and clustering suite
A cross-platform and ultrafast toolkit for FASTA/Q file manipulation
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org