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Ming Hao's Projects

hibench icon hibench

HiBench is a big data benchmark suite.

hic-inspector icon hic-inspector

HiC-inspector, a bioinformatics pipeline to facilitate the analysis of HiC dataset.

hiersdr icon hiersdr

hierarchical sufficient dimension reduction

highs icon highs

Linear optimization software

hiplot icon hiplot

HiPlot makes understanding high dimensional data easy

history_of_statistics icon history_of_statistics

Resources for learning about the history of statistics and statisticians. By statisticians, for statisticians.

histwords icon histwords

Collection of tools for building diachronic/historical word vectors

hiv-1_progression-prediction icon hiv-1_progression-prediction

A kaggle competition to predict the likelihood that an HIV patient's infection will become less severe, given a small dataset and limited clinical information.

hiv-prediction icon hiv-prediction

Predicting Evolution of Resistance Mutations to NRTI Drugs in HIV-1 Using Computational and Statistical Methods

hiv1-aurkb icon hiv1-aurkb

Scripts for analyzing HIV-1 producer cell proteomic and phosphoproteomic data

hiv1-protease-data-assignment icon hiv1-protease-data-assignment

This was a mini project that I did for the Structural Bioinformatics course. It is a good example of how biological data can be modeled using machine learning techniques.

hiv1pr-msm icon hiv1pr-msm

Jupyter Notebook and associated modules and data set for performing Markov state model and conformational analyses of apo-HIV-1 protease from molecular dynamics simulations

hiv1pr-nacs icon hiv1pr-nacs

Repository of Notebook and analysis scripts for reproducing study of HIV-1 protease near attack conformation analysis from the paper: S.K. Sadiq‡ (2020) Catalysts, Fine-tuning of sequence-specificity by near attack conformations in enzyme-catalyzed peptide hydrolysis, 10 (6) 684

hiv1protease icon hiv1protease

Using machine learning techniques, attempted to predict the location of cleavage sites on HIV viruses

hivdrg icon hivdrg

HIV drug resistance genotyping and synonymous / non synonymous AA mutant calling for various HIV references used in the PANGEA project

hivemall icon hivemall

Scalable machine learning library for Apache Hive/Spark/Pig

hivevo_reversion icon hivevo_reversion

Repository for the analysis and figures of Valentin Druelle's paper on HIV-1 reversion

hivfacts icon hivfacts

Structured knowledge base of HIV-1/HIV-2.

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