EmanuelSommer

portvine

Portfolio level (un)conditional risk measure estimation for backtesting using Vine Copula and ARMA-GARCH models.

PortvineThesis

Code for the case studies and theoretical visualizations for the master thesis 'Estimation and Backtesting of the Expected Shortfall and Value at Risk using Vine Copulas'

vier_gewinnt_pretty

[Shiny/ Minimax/ CSS] Implementierung Vier-Gewinnt (Minimax Algorithmus ausprobieren)

bnn_connecting_the_dots

Code for the ICML 2024 paper "Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?"

boosting_methods

[xgboost/ tidymodels/ bookdown] Boosting methods for regression: Theory and application in R

bugreports

dqtesting

[R package] Tools for data quality testing

EmanuelSommer

Profile README

munich_weather

[Shiny/ Dashboard] Some webscraping with the rvest package

my-yourney

My personal website.

nasa-hackathon-EmanuelSommer

My winning (1st place) submission for the NASA hackathon of the Data Science Association Munich 2021. 🏆🚀

recommender_workshop

Intro2Recommenders Mini-Workshop

whatsalyze

[shinydashboard/ golem] Analyze your whatsapp chats! 🕵

YesNoDetect

[Shiny/ Golem/ Tensorflow] Production grade shiny app for the prediction of handwritten ✅ or ❌ boxes using a convolutional neural network.

PvalVis

[R package] A quick and easy way of visualizing p-values for basic hypothesis tests

SLRprediction

[R package] Tools for quick and easy prediction within a simple linear regression model + visualization

svd_rand_pow

[Rmd/HTML] Implementation of the Randomized Power Method to compute the SVD + Image compression with SVD

toWin

[R package] Convert windows file paths into R friendly ones

vier_gewinnt

[Shiny/Dashboard] Implementierung Vier-Gewinnt (Minimax Algorithmus ausprobieren)