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Igor Hut's Projects

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Copies of notebooks used in the practical sessions for Algorithms for DNA Sequencing

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Slides for Algorithms for DNA Sequencing Coursera class

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My solutions to problems from ROSALIND, Project Euler, and courses I have taken. This includes my own implementations of various data structures.

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An adaptive network-based fuzzy inference system (ANFIS) for Breast Cancer Classification

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Bioconductor package "ballgown", devel version. Isoform-level differential expression analysis in R.

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Bash Oneliner will focus on bash commands for parsing plain text and biological data, which usually are tsv files(tab-separated values); some of the commands are for Ubuntu system maintaining. I apologize that there won't be any citation of the code, but they are probably from dear Google and Stackoverflow. Not all the code here are oneliner (if the ';' counts..). English and bash are not my first language, so... correct me anytime, tks!!

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Supplementary files for my book, "Bioinformatics Data Skills"

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Repo for the first course in Bioinformatics Specialization by UCSD - Finding Hidden Messages in DNA (Bioinformatics I)

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Package an R workspace and all dependencies as a Docker container

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Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

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Capstone Project for Johns Hopkins University's Data Science Specialization on Coursera.org

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Repo containing simple Shiny app as a final project for DDP course by John Hopkins and Coursera

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

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neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

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DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

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A toolkit to learn how to model and interpret regulatory sequence data using deep learning.

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ELANFIS ( Extreme Learning Adaptive Neuro-Fuzzy Inference System)

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