Kenneth Lee's repositories
kenneth-lee-ch.github.io
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academic-kickstart
Easily create a beautiful website using Academic and Hugo
causal-learn
Python translation (and extension) of the Tetrad java code.
chirho
An experimental language for causal reasoning
advice
A repository of links with advice related to grad school applications, research, phd etc
arxiv-latex-cleaner
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
benchpress
A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.
Causal-Inference-and-Discovery-in-Python
Causal Inference and Discovery in Python by Packt Publishing
CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
causaleffect
Python package to compute conditional and non-conditional causal effects.
causality-lab
Causal discovery algorithms and tools for implementing new ones
Causality4NLP_Papers
A reading list for papers on causality for natural language processing (NLP)
causalml-1
Uplift modeling and causal inference with machine learning algorithms
hyppo
Python package for multivariate hypothesis testing
machine-learning
:earth_americas: machine learning tutorials (mainly in Python3)
ruptures
ruptures: change point detection in Python
trustworthyAI
trustworthy AI related projects