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Jakob McBroome's Projects

autolin icon autolin

Repository containing a method for automatically identifying pathogen lineages from a phylogeny.

automated-lineage-json icon automated-lineage-json

Streamlit webapp for the annotation of Nextstrain Auspice v2 JSON with lineage labels based on genotype representation.

basenji icon basenji

Sequential regulatory activity predictions with deep convolutional neural networks.

bin icon bin

Various unsorted scripts and tools related to various projects

bte icon bte

Cython API for the Mutation Annotated Tree (MAT) Online Phylogenetics Toolkit

bte-binder icon bte-binder

A jupyter Binder repository containing documentation and example analyses for Big Tree Explorer (BTE)

circleseq icon circleseq

Primary analysis pipeline for ultra-accurate sequencing data

citation_llm icon citation_llm

Repository containing code exploring the use of citation context information extracted from academic and scientific work for Retrieval-Augmented Generation (RAG).

cluster-heuristic icon cluster-heuristic

Repository containing code for analyzing global SARS-CoV-2 transmission for publication.

cov2-selection icon cov2-selection

Scripts for analysis of purifying selection across SARS-CoV-2 genes using global phylogenies.

galago icon galago

Interpretation aids for genomic epidemiology

genslm icon genslm

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

helmsman icon helmsman

highly-efficient & lightweight mutation signature matrix aggregation

hybrid_expression icon hybrid_expression

Scripts and pipeline for phasing of long-read expression data from interspecific hybrids.

influenza-mat icon influenza-mat

Code and information for constructing influenzavirus Mutation Annotated Trees (MATs)

introduction-website icon introduction-website

Code for a webpage displaying introductions and resulting clusters of coronavirus across the USA.

llmchat icon llmchat

A Discord chatbot that supports popular LLMs for text generation and ultra-realistic voices for voice chat.

matgui icon matgui

Streamlit webapp for generation of Nextstrain JSON from the global SARS-CoV-2 phylogeny.

oobabot icon oobabot

A Discord bot which talks to Large Language Model AIs running on oobabooga's text-generation-webui

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