Tobias Witter's repositories
article-downloader
Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
bookclub-islr
Introduction to Statistical Learning Using R Book Club
CDEAR
Code & Data Handling in Empirical Accounting Research
crec_scrape
An open science ETL project for U.S. Congressional Records
eff_frontier
A Shiny module to visualize the Markowitz efficient frontier interactively
free-data-science
🛠️ 🌐 Thematic list of high-quality data science resources
otree_docker
A docker-compose setup for oTree 5.x
rescorptrans
The repository for our open online course "Research on Corporate Transparency"
Free-Certifications
A curated list of free courses & certifications.
GoodScientificCodeWorkshop
A workshop on writing good scientific code.
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (Models, Vector DBs, File Converters) to Pipelines or Agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search and conversational agent
haystack-json-schema
JSON Schema for validating Haystack Pipeline YAML files
HonestDiD
Robust inference in difference-in-differences and event study designs
mobility-data-specification
A data standard to enable communication between mobility companies and local governments.
modelsummary
Beautiful and customizable model summaries in R.
mtsa21audit
Code for the empirical assignment of the 2021 HU Master's Thesis Seminar in Accounting
opcycle
The operating cycle of public firms calculated based on Compustat Global data
rct_2022
Materials for the 2022 instalment of our Research on Corporate Transparency Course
reproducibility-with-quarto
Demo reproducible quarto workflow with GitHub Actions
RTermSearch
Seachring Ngrams in Text
skills-hello-github-actions
My clone repository
spinningup
An educational resource to help anyone learn deep reinforcement learning.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
treat
A template for reproducible empirical accounting research - fork me!