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Tags: Bioinformatics
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1–24 of 57 · Most stars

Official repository for the Boltz biomolecular interaction models

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

Deep probabilistic analysis of single-cell and spatial omics data

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

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

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

A Python Package for Protein Dynamics Analysis

  • python
  • protein
  • dynamics

A Practical and Efficient NCBI Taxonomy Toolkit, also supports creating NCBI-style taxdump files for custom taxonomies like GTDB/ICTV

Sequential regulatory activity predictions with deep convolutional neural networks.