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Deena Blumenkrantz's Projects

benchmarking_variant_callers icon benchmarking_variant_callers

In this study, we perform systematic comparative analysis of seven widely-used SNV-calling methods, including SAMtools, the GATK Best Practices pipeline, CTAT, FreeBayes, MuTect2, Strelka2 and VarScan2, on both simulated and real single-cell RNA-seq datasets. We evaluate the performances of these tools in different read depths, genomic contexts, functional regions and variant allele frequencies.

biocommons.seqrepo icon biocommons.seqrepo

non-redundant, compressed, journalled, file-based storage for biological sequences

biopython icon biopython

Official git repository for Biopython (converted from CVS)

bioutils icon bioutils

provides common tools and lookup tables used primarily by the hgvs and uta packages

bwa icon bwa

Burrow-Wheeler Aligner for short-read alignment (see minimap2 for long-read alignment)

course-v3 icon course-v3

The 3rd edition of course.fast.ai - coming in 2019

course-v3db icon course-v3db

a place to keep my notebooks and project folders related to fastai DL part 1 v3 course

cromwell icon cromwell

Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments

datasciencecoursera icon datasciencecoursera

Projects undertaken during Data Science Specialization (10 month) course on Coursera

dpmitolin icon dpmitolin

Use mitochondrial sequence from single cells to determine cell lineage relationships with deep learning

eutils icon eutils

simplified searching, fetching, and parsing records from NCBI using their E-utilities interface

exp_fast icon exp_fast

Experimenting with Git/Github, merge, rebase, etc

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

fastai_docs icon fastai_docs

dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)

flu icon flu

A presentation with my main PhD and postdoc findings

fluha icon fluha

For pipeline development starting with flu HA fasta files

gatk icon gatk

Official code repository for GATK versions 4 and up

hgvs icon hgvs

Python library to parse, format, validate, normalize, and map sequence variants. `pip install hgvs`

ili icon ili

Influenza like illness as an indicator of influenza virus attack rates

intro-to-rnaseq-hpc-o2 icon intro-to-rnaseq-hpc-o2

This repository has teaching materials for a 2 and 3-day Introduction to RNA-sequencing data analysis workshop using the O2 Cluster

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