Lists (6)
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Bandits in the loop - offline multi-armed bandit policy evaluation library
nannyml: post-deployment data science in python
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-play…
Play with the solutions to the multi-armed-bandit problem.
Official repo for the #tidytuesday project
Matplotlib styles for scientific plotting
Course materials (syllabi, lecture notes, etc.)
Lecture Notes on Design & Analysis of Experiments
PyData London 2022 Tutorial
Ambrosia is a Python library for A/B tests design, split and result measurement
A computer science textbook
A Python package for modular causal inference analysis and model evaluations
UpliftML: A Python Package for Scalable Uplift Modeling
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
This repository consolidates my teaching material for "Causal Machine Learning".
Must-read papers and resources related to causal inference and machine (deep) learning
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
Opionated helpers for creating py.test fixtures for Docker integration and smoke testing environments
Codes for case studies for the Bekes-Kezdi Data Analysis textbook
Library for fancy isotonic regression, more than what's in sklearn
Multiple ways to model user preference in recommender systems
PlanOut is a library and interpreter for designing online experiments.