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Steve Marshall's Projects

aws-batch-genomics icon aws-batch-genomics

Software sets up and runs an genome sequencing analysis workflow using AWS Batch and AWS Step Functions.

aws-examples icon aws-examples

Various examples of interacting with AWS through both the CLI and the SDK

batchit icon batchit

simple jobs submission via command-line for AWS batch

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

biojupies icon biojupies

Automated generation of tailored bioinformatics Jupyter Notebooks via a user interface.

biopython icon biopython

Fork of official git repository for Biopython

blkbox icon blkbox

Data exploration with multiple machine learning algorithms

ceres icon ceres

Computational correction of copy-number effect in CRISPR-Cas9 essentiality screens

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

crispr-nf icon crispr-nf

Pre-processing of multiplexed CRISPR / shRNA Screens

deeploc icon deeploc

This repository contains the code, and access to the pretrained models and datasets for the paper: "Automated analysis of high-content microscopy data with deep learning"

deeppep icon deeppep

Deep proteome inference from peptide profiles

demeter icon demeter

Deconvolution of seed effects from gene effects in large scale RNAi screens

dropseqpipe icon dropseqpipe

A SingleCell RNASeq pre-processing snakemake workflow

dspp-keras icon dspp-keras

Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

examples-python icon examples-python

Analysis examples based on the ISB-CGC hosted TCGA data, using Python and IPython Notebooks.

imnet icon imnet

imNet: a Sequence Network Construction Toolkit

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