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Mikael Huss's Projects

ascii-autoencoder icon ascii-autoencoder

TensorFlow autoencoder implementation with ASCII visualization of reconstruction progress

bcbb icon bcbb

Useful bioinformatics code, primarily in Python and R

bigpicture-twitterdiscourse icon bigpicture-twitterdiscourse

Companion repository to blog post "The big picture of public discourse" where we analyze Swedish Twitter data from 2015

butterfly icon butterfly

Code for paper "Evolutionary history of host use, rather than plant phylogeny, determines gene expression in a generalist butterfly" by M Celorio-Mancera et al., (2016) BMC Evolutionary Biology 16:59. doi: 10.1186/s12862-016-0627-y

courses icon courses

Course homepages for some of the courses given at SciLifeLab

curiouscrows icon curiouscrows

Team repository for the Curious Crows for Hack4Sweden 2016

deep-review icon deep-review

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

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gff-phastcons-human icon gff-phastcons-human

Scripts for obtaining max and mean PhastCons46way for a GFF of human genomic coordinates

gff-phylocsf-human icon gff-phylocsf-human

Script for scoring entries in a GFF file for coding potential using PhyloCSF score files

meetup-lime-examples icon meetup-lime-examples

Notebooks with examples of using LIME on tabular, text and image data, presented at Machine Learning Stockholm 2017-09-27

publicrnaseqdata icon publicrnaseqdata

Code for the paper "Assessing the consistency of public human tissue RNA-seq data sets" (Danielsson at al, Briefings in Bioinformatics 2015, 16 (6): 941-949)

rnasequtils icon rnasequtils

R code for working with RNA-seq count and FPKM data (filtering, visualization, outlier detection etc.)

scanbam icon scanbam

Script that searches a set of BAM files for RNA-seq alignments that match a provided set of peptide coordinates.

scilifelab icon scilifelab

Misc code snippets for Science For Life Laboratory

shiny-imageclassif-tfslim icon shiny-imageclassif-tfslim

Shiny version of code in blog post https://www.r-bloggers.com/image-classification-in-r-using-trained-tensorflow-models/

srug190123 icon srug190123

Code samples from Explainable ML in R talk at Stockholm R useR group 190123

stackeddae icon stackeddae

Stacked Denoising AutoEncoder based on TensorFlow

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