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Joshua Levy's Projects

netgan icon netgan

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

pathflow-mixmatch icon pathflow-mixmatch

Don't mix, match! Simple utilities for improved registration of Histopathology Whole Slide Images.

pathflowai icon pathflowai

A High-Throughput Workflow for Preprocessing, Deep Learning Analytics and Interpretation in Digital Pathology

pathpretrain icon pathpretrain

Tutorial for EDIT interns on basic components of PyTorch workflow. Can be used as quick script for pretraining image classification models / extracting features with traditional image folder classes, with focus in histology.

polycracker-unofficial-mirror icon polycracker-unofficial-mirror

A robust method for the unsupervised partitioning of polyploid subgenomes by signatures of repetitive DNA evolution https://bmcgenomics.biomedcentral.com/articles/10.1186/s12864-019-5828-5

pymethylprocess icon pymethylprocess

Preprocessing methylation pipeline, written in python. Easy to use and highly parallelized.

scaffolderpipeline icon scaffolderpipeline

Highly parallelized scaffolder, turns scaffold level genomes into chromosomes via synteny

simplehttpauthserver icon simplehttpauthserver

Python SSL server using Basic auth and SimpleHTTP. extended and imported from gist: https://gist.github.com/fxsjy/5465353

submit-hpc icon submit-hpc

Growing list of submission scripts for HPC for quick hacking.

top2vec icon top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

unrealai icon unrealai

Exploring Fun and Useful AI Projects with Friends

util icon util

Utility modules for Python

wsi-gtfe icon wsi-gtfe

Topological Feature Extraction on Whole Slide Images using Graph Neural Networks.

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