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Julian Schmocker's Projects

boltzmann_machine-rbm-mcmc-ising_model icon boltzmann_machine-rbm-mcmc-ising_model

Contains implementations of MCMC methods for the fully connected Ising Model (Curie-Weiss). Then, we also run numerical simulations for fully visible Boltzmann Machine, for Bernoulli-Bernoulli RBM and Bernoulli-Gaussian RBM. For this the Contrastive Divergence and the persistent Contrastive Divergence algorithm were implemented for BM and RBM.

causal-inference-flow-cytometry-data icon causal-inference-flow-cytometry-data

Various methods for causal inference were applied on a dataset from the paper "Causal Protein-Signaling Networks Derived from Multiparameter Single-Cell Data".

shinychatr icon shinychatr

A R Shiny Chat Module. This package provides a reusable chat module for R Shiny apps. The module allows multiple users to connect to a common chat and send messages to each other in real-time.

spotify icon spotify

Spotify Data Analysis. The Spotify API was used to gather song data, which was then analyzed with various statisical methods.

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