Johannes Ostner (johannesostner)

johannesostner

Geek Repo

Company:@bio-datascience

Location:Munich

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Organizations
bio-datascience

Johannes Ostner's repositories

dca

Deep count autoencoder for denoising scRNA-seq data

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helfertool

Volunteer and staff management

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clv

Compositional Lotka-Volterra

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dmbvs

Dirichlet-Multinomial Bayesian Variable Selection

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DMM

Code for simulation experiment testing the performance of Dirichlet-multinomial modelling for data of varying attributes.

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extended-single-cell-best-practices

This project is work in progress! Please be patient.

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GPMicrobiome

A novel probabilistic approach to explicitly model overdispersion and sampling zeros in 16S rRNA sequencing data by considering the temporal correlation between nearby time points using Gaussian Processes

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johannesostner.github.io

Johannes Ostner's personal website

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Stein-Variational-Gradient-Descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

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VBMultDirReg

Variational Bayes Multinomial Dirichlet

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