Jan Bours's repositories
PermutationCCC
Repository for codes for Permutation compression complexity causality
alphazero-general
A clean, fast, and generalised implementation of Deepmind's distinguished AlphaZero in PyTorch.
causalnlp
CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
DefakeHop
Official code for DefakeHop: A Light-Weight High-Performance Deepfake Detector
hyperimpute
A framework for prototyping and benchmarking imputation methods
JudeasRx
graphical app for doing personalized causal medicine using the methods invented by Judea Pearl et al.
kepler-mapper
Kepler Mapper: A flexible Python implementation of the Mapper algorithm.
learning-repo
This is my public notebook hub with notebooks that explain various statistical methods, machine learning algorithms, deep learning models, or image processing techniques.
llm-examples
Streamlit LLM app examples for getting started
Mastering-Tableau-2021
Mastering Tableau 2021 published by Packt
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
synthesized-notebooks
Discover the art of enhancing your data using generative modelling in these notebooks.
Tractable-Neural-Causal-Model
Official code repository to the corresponding paper.
understanding-umap
Understanding the theory behind UMAP
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
YouTube-Blog
Codes to complement YouTube videos and blog posts on Medium.