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Song Lab @ Cal's Projects

cherryml icon cherryml

Scalable Maximum Likelihood Estimation of Phylogenetic Models

cpt icon cpt

Cross-protein transfer learning for variant effect prediction

eggtart icon eggtart

Extensive GUI gives TASEP realization in real-time.

factored-attention icon factored-attention

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

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flinty icon flinty

A Simple and Flexible Test of Sample Exchangeability with Applications to Statistical Genomics

gpn icon gpn

Genomic Pre-trained Network

hidensec icon hidensec

Code for Tracing cancer evolution and heterogeneity using Hi-C

mochis icon mochis

One- and two-sample tests against general families of alternatives

multicluster icon multicluster

Software for three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition

rna-sieve icon rna-sieve

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

sgdp_ighv_trbv icon sgdp_ighv_trbv

Clustered and filtered reads after mapping for the SImons Diversity Genome Project.

slc22a5 icon slc22a5

Variant effect prediction for SLC22A5 transporter gene using Potts models

slip icon slip

SLIP is a sandbox environment for engineering protein sequences with synthetic fitness functions.

stablefm icon stablefm

Data and scripts for fine-mapping stability project

stratpgs icon stratpgs

Performance Inflation and Perturbation Sensitivity of PGSs

tape icon tape

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

tape-neurips2019 icon tape-neurips2019

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

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