EmanuelSommer
Phd Candidate in Stats & ML | Mathematician | Data Scientist
Data Science Group @ Department of Statistics (LMU)Munich
Pinned Repositories
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
nasa-hackathon-EmanuelSommer
My winning (1st place) submission for the NASA hackathon of the Data Science Association Munich 2021. 🏆🚀
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'
recommender_workshop
Intro2Recommenders Mini-Workshop
vier_gewinnt_pretty
[Shiny/ Minimax/ CSS] Implementierung Vier-Gewinnt (Minimax Algorithmus ausprobieren)
YesNoDetect
[Shiny/ Golem/ Tensorflow] Production grade shiny app for the prediction of handwritten ✅ or ❌ boxes using a convolutional neural network.
EmanuelSommer's Repositories
EmanuelSommer/portvine
Portfolio level (un)conditional risk measure estimation for backtesting using Vine Copula and ARMA-GARCH models.
EmanuelSommer/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'
EmanuelSommer/vier_gewinnt_pretty
[Shiny/ Minimax/ CSS] Implementierung Vier-Gewinnt (Minimax Algorithmus ausprobieren)
EmanuelSommer/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?"
EmanuelSommer/boosting_methods
[xgboost/ tidymodels/ bookdown] Boosting methods for regression: Theory and application in R
EmanuelSommer/bugreports
EmanuelSommer/dqtesting
[R package] Tools for data quality testing
EmanuelSommer/EmanuelSommer
Profile README
EmanuelSommer/munich_weather
[Shiny/ Dashboard] Some webscraping with the rvest package
EmanuelSommer/my-yourney
My personal website.
EmanuelSommer/nasa-hackathon-EmanuelSommer
My winning (1st place) submission for the NASA hackathon of the Data Science Association Munich 2021. 🏆🚀
EmanuelSommer/recommender_workshop
Intro2Recommenders Mini-Workshop
EmanuelSommer/whatsalyze
[shinydashboard/ golem] Analyze your whatsapp chats! 🕵
EmanuelSommer/YesNoDetect
[Shiny/ Golem/ Tensorflow] Production grade shiny app for the prediction of handwritten ✅ or ❌ boxes using a convolutional neural network.
EmanuelSommer/PvalVis
[R package] A quick and easy way of visualizing p-values for basic hypothesis tests
EmanuelSommer/SLRprediction
[R package] Tools for quick and easy prediction within a simple linear regression model + visualization
EmanuelSommer/svd_rand_pow
[Rmd/HTML] Implementation of the Randomized Power Method to compute the SVD + Image compression with SVD
EmanuelSommer/toWin
[R package] Convert windows file paths into R friendly ones
EmanuelSommer/vier_gewinnt
[Shiny/Dashboard] Implementierung Vier-Gewinnt (Minimax Algorithmus ausprobieren)