katie-b-io

katie-b-io

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katie-b-io's starred repositories

aparent

APA Regression Net - Predict and Engineer Alternative Polyadenylation

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einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

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vit-explain

Explainability for Vision Transformers

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giggle

Interval data structure

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guanine

GUANinE Benchmark Dataset and Tools

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fastai

The fastai deep learning library

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fastbook

The fastai book, published as Jupyter Notebooks

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GhmCN

Graphical 5hmC Convolutional Networks

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Muto_Wilson_NComm_2020

Workflow for analysis of healthy human kidney by snRNAseq and snATACseq

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SnapATAC2

Single-cell epigenomics analysis tools

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EpiAttend

Single cell epigenome modeling

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BEND

Benchmarking DNA Language Models on Biologically Meaningful Tasks

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LLM_eval

Code repository for study ''Evaluating the representational power of pre-trained DNA language models for regulatory genomics"

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enformer-pytorch

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

Language:PythonLicense:MITStargazers:412Issues:0Issues:0

polygraph

Polygraph evaluates and compares groups of nucleic acid sequences based on their sequence and functional content for effective design of regulatory elements.

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mamba

Mamba SSM architecture

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nucleotide-transformer

šŸ§¬ Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics

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nerre-llama

Repository for training LLaMa 2 models using the NERRE format.

Language:PythonLicense:NOASSERTIONStargazers:32Issues:0Issues:0

Awesome-Chart-Understanding

A curated list of recent and past chart understanding work based on our survey paper: From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.

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promptbase

All things prompt engineering

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JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

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Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

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evo

Biological foundation modeling from molecular to genome scale

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:904Issues:0Issues:0

making-games-with-ai-course

This repository contains the ML For Games Course

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ml-symphony

Symphony: Interactive Data Widgets (CHI 2022)

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