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Brie Flynn's Projects

aac_scoring icon aac_scoring

Map DEXA images from UKBB dataset to abdominal aortic calcification scores

alphafold_pytorch icon alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

atxsatscan icon atxsatscan

Determining COVID-19 case burden from discrete Poisson spatial scan statistic

audiocraft icon audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

biopopwork icon biopopwork

fast bioinformatic workflow for population genomics

cellxgene_handlers icon cellxgene_handlers

Utility scripts for processing high dimensional data from the CZI CELLxGENE dataset

concrete-ml icon concrete-ml

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

deeppurpose icon deeppurpose

A Drug-Target Interaction Prediction Toolkit with State-of-the-Art Deep Learning Methods and its Applications in Drug Repurposing and Virtual Screening

deepsurv icon deepsurv

DeepSurv is a deep learning approach to survival analysis.

dgl-lifesci icon dgl-lifesci

Python package for graph neural networks in chemistry and biology

dl-pytorch-notes icon dl-pytorch-notes

Notes from diving deep into PyTorch for Deep Learning: General Concepts with Code

dxaconv icon dxaconv

Convert DICOM files from DXA scans to other image formats, and parse the corresponding metadata files

eda icon eda

Generalizable exploratory data analysis pipeline

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

genevector icon genevector

Vector representations of gene co-expression in single cell RNAseq.

gpt-engineer icon gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

hare icon hare

Human Accelerated Region Enrichment (HARE) Evolutionary Analysis Pipeline

jeiden icon jeiden

Vectorized JAX implementation of the Leiden algorithm for community detection

m-net icon m-net

M-NET model for deep brain structure segmentation

mx_composition icon mx_composition

An algorithmic music composition package based in part on the author's Common Music and Grace systems.

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