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@songlab-cal

Song Lab @ Cal

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  1. tape tape Public

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

    Python 745 134

  2. gpn gpn Public

    Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star

    Jupyter Notebook 384 51

  3. TraitGym TraitGym Public

    Jupyter Notebook 22 3

  4. CherryML CherryML Public

    Scalable Maximum Likelihood Estimation of Phylogenetic Models

    C++ 30 4

  5. factored-attention factored-attention Public

    This repository contains code for reproducing results in our paper Interpreting Potts and Transformer Protein Models Through the Lens of Simplified Attention

    Jupyter Notebook 59 9

  6. rna-sieve rna-sieve Public

    A library for the deconvolution of bulk cell samples using single-cell RNA expression data.

    Mathematica 23 3

Repositories

Showing 10 of 38 repositories
  • gpn Public

    Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star

    songlab-cal/gpn's past year of commit activity
    Jupyter Notebook 384 MIT 51 4 8 Updated Oct 7, 2026
  • peint-paper Public
    songlab-cal/peint-paper's past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Sep 30, 2026
  • peint Public

    PEINT Repository

    songlab-cal/peint's past year of commit activity
    Python 4 0 0 0 Updated Sep 23, 2026
  • cosine Public

    Conditionally Site-Independent Neural Evolution of Antibody Sequences (ICML '26)

    songlab-cal/cosine's past year of commit activity
    Jupyter Notebook 24 MIT 3 0 0 Updated Aug 30, 2026
  • TraitGym Public
    songlab-cal/TraitGym's past year of commit activity
    Jupyter Notebook 22 MIT 3 0 0 Updated Jun 11, 2026
  • cosine-blog Public
    songlab-cal/cosine-blog's past year of commit activity
    HTML 0 0 0 0 Updated Jun 8, 2026
  • nj-theory Public

    NJ Theory paper reproducibility

    songlab-cal/nj-theory's past year of commit activity
    Python 0 BSD-3-Clause 0 0 0 Updated Apr 30, 2026
  • evo Public Forked from rmrao/evo

    Mono-repo for protein utilities.

    songlab-cal/evo's past year of commit activity
    Python 0 BSD-3-Clause 11 0 0 Updated Mar 31, 2026
  • StableFM Public

    Data and scripts for fine-mapping stability project

    songlab-cal/StableFM's past year of commit activity
    R 1 MIT 0 0 0 Updated Mar 13, 2026
  • bcr-allelic-inclusion Public

    Model code and data for BCR allelic inclusion paper

    songlab-cal/bcr-allelic-inclusion's past year of commit activity
    Jupyter Notebook 3 BSD-3-Clause 1 0 0 Updated Feb 4, 2026

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