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Tags: Bioinformatics
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1–24 of 34 · Most stars

Deep probabilistic analysis of single-cell and spatial omics data

  • scrna-seq
  • variational-bayes
  • variational-autoencoder
  • cite-seq

In-memory nucleotide sequence k-mer counting, filtering, graph traversal and more

  • dna
  • k-mer
  • python
  • bloom-filter

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

  • kmer
  • dnabert-model
  • kmer-format
  • gpu

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

  • deep-learning
  • protein-sequences
  • protein-structure
  • semi-supervised-learning

A Go package for engineering organisms.

  • synthetic-biology
  • synbio
  • genetic-engineering
  • molecular-biology

Generation of protein sequences and evolutionary alignments via discrete diffusion models

  • discrete-diffusion
  • generative-model
  • multiple-sequence-alignment
  • protein-sequences

Lightweight, super fast C/C++ (& Python) library for sequence alignment using edit (Levenshtein) distance.

  • sequence-alignment
  • edit-distance
  • levehnstein-distance
  • library

Spatial Single Cell Analysis in Python

  • single-cell-rna-seq
  • single-cell-genomics
  • spatial-transcriptomics
  • spatial-analysis

SCENIC is an R package to infer Gene Regulatory Networks and cell types from single-cell RNA-seq data.

Sequential regulatory activity predictions with deep convolutional neural networks.

Native R and Python sample-deletion robustness for omics: candidate certificates, minimum deletion bounds, Bioconductor model refits and donor-level pseudobulk

Haplotype-aware CNV analysis from single-cell RNA-seq, ATAC-seq, and multiome

  • cancer-genomics
  • cnv-detection
  • single-cell
  • phylogeny