Tobias H's repositories
Causal_MachineLearning
Causal Machine Learning project analyzing and evaluating different Double ML models for estimating treatment effects in observational data.
DS_ToolKits_Project
Dockerized API Project, contains an optimized Neural Network Classification Model built with Keras. Performance of the model is analysed with WandB and Jupyter NBs. The project is further extended with a Web API and User Interface created with Flask, JS and Jinja for a seamless experience.
dotfiles
some of my dotfiles
PDP_Project
Controlling Motors and Camera for an Image Recognition Project of the HSLU.
social_network_analysis
A Network Analysis on a Transfer Network of the top 2 Swiss Football Leagues in 2020/21, utilizing igraph & statnet packages in R. Various methodological approaches are applied to the analysis.
WebScraper_PolAds
This project uses RSelenium webscraping, Google Colab, and OpenAI’s Whisper Transcription to analyze sentiment in US political ads on Google platforms. The goal is to explore the difference between Trump and Biden ads using GPT-3.5 Turbo as the sentiment analyzer.
qualtrics_AI_API
Qualtrics Question Generator for Dynamic Political Chatbot Interactions
Sandbox_Data_Mining
Group work for the Data Mining course by Andrea DeAngelis