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Tags: Bioinformatics
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1–19 of 19 · Most stars

Official repository for the Boltz biomolecular interaction models

  • binding-prediction
  • drug-discovery
  • protein-structure

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

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.

Multi-Omics Factor Analysis

  • multi-omics
  • factor-analysis
  • mofa

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

Schema and generated objects for biolink data model and upper ontology

  • biolink
  • monarchinitiative
  • gene-ontology
  • datamodel

PyTorch implementation of the MIDAS algorithm for single-cell multimodal data integration (Nature Biotechnology 2024).

  • deep-generative-model
  • deep-learning
  • single-cell-data-integration
  • single-cell-multiomics

PyTorch implementation of "TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarity Augmentation"