Joshua Levy (jlevy44)

jlevy44

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Organizations
Christensen-Lab-Dartmouth

Joshua Levy's repositories

UnrealAI

Exploring Fun and Useful AI Projects with Friends

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Joshua-Levy-Synteny-Analysis

Integrated Analysis of Synteny (Multiple Synteny Comparison for Multiple Alignment, Circos Outputs, Allmaps Genome Reconstructions), Find Ghost Genes, Identify and Analyze CNS Elements from Multiple Alignment Files and More!

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ScaffolderPipeline

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

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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

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CircosDropper

Automated visualization of pairwise synteny

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hypopt

A Python ML package for parallelized hyper-parameter optimization using a validation set (not cross validation).

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JoshuaTree

Using pairwise synteny for high throughput genomics, multiple sequence alignment, population genetics, and phylogeny

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JoshuaTree2

High throughput scaffolding and phylogenetic inference pipeline from syntenic blocks.

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PyMethylProcess

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

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chocolate

A fully decentralized hyperparameter optimization framework

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Datasets

Repository to store datasets for variety of my publicly released packages.

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deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

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gae-pytorch

Graph Auto-Encoder in PyTorch

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LearningScripts

Scripts I wrote when I first learned python

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meffil

Efficient algorithms for analyzing DNA methylation data.

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netgan

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

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pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

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pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

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pytorch_practice

Some practice scripts from earlier this year

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SimpleHTTPAuthServer

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

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util

Utility modules for Python

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