Implementations and examples of common offline policy evaluation methods in Python.
☆220Feb 11, 2023Updated 3 years ago
Alternatives and similar repositories for offline-policy-evaluation
Users that are interested in offline-policy-evaluation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation☆710Jun 3, 2024Updated 2 years ago
- https://sites.google.com/cornell.edu/recsys2021tutorial☆60Mar 21, 2022Updated 4 years ago
- ☆88Jul 30, 2024Updated 2 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Jul 16, 2023Updated 3 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 4 years ago
- Python implementations of contextual bandits algorithms☆840Jun 28, 2026Updated 2 months ago
- ☆32Feb 21, 2025Updated last year
- The simplest way to deploy a machine learning model☆23Nov 19, 2022Updated 3 years ago
- Source code for our paper "Pessimistic Decision-Making for Recommender Systems" published at ACM TORS, and RecSys 2021.☆11Dec 15, 2022Updated 3 years ago
- Estimators to perform off-policy evaluation☆13Sep 3, 2024Updated 2 years ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆15Aug 2, 2021Updated 5 years ago
- ☆15Dec 14, 2020Updated 5 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,078May 23, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- MABWiser: Contextual Multi-Armed Bandits Library☆293Sep 5, 2024Updated 2 years ago
- Accelerated Confergence for Counterfactual Learning to Rank☆17Jan 21, 2022Updated 4 years ago
- Implementation of importance sampling, direct, and hybrid methods for off-policy evaluation.☆16Mar 28, 2020Updated 6 years ago
- 🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorith…☆424Jun 19, 2026Updated 3 months ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21May 26, 2018Updated 8 years ago
- 📈🔍 Lets Python do AB testing analysis.☆75Apr 15, 2025Updated last year
- RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems☆127Apr 26, 2022Updated 4 years ago
- Library of contextual bandits algorithms☆342Mar 14, 2024Updated 2 years ago
- Toy environment set for multi-agent reinforcement learning and more☆38Nov 26, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Contextual bandit in python☆112Jul 7, 2021Updated 5 years ago
- Contextual bandit benchmarking☆53Aug 30, 2026Updated 3 weeks ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Aug 9, 2022Updated 4 years ago
- PyTorch port and extension of the Deep Bayesian Bandits Library☆43Sep 4, 2019Updated 7 years ago
- ☆51Jan 3, 2021Updated 5 years ago
- SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection☆143Mar 18, 2024Updated 2 years ago
- 📊 Explain why metrics change by unpacking them☆42Jan 16, 2026Updated 8 months ago
- real time recommendation playground☆15Nov 7, 2022Updated 3 years ago
- This repository contains the scripts used during my participation on CIKM Cup 2016 (see http://cikmcup.org/ and https://competitions.coda…☆11Nov 4, 2016Updated 9 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Dec 13, 2022Updated 3 years ago
- A framework for implementing equivariant DL☆10May 25, 2021Updated 5 years ago
- Hash-routed Networks☆19Nov 20, 2020Updated 5 years ago
- Tutorial for Multi-Stakeholder Recommender Systems☆23Aug 23, 2021Updated 5 years ago
- Implementation of statistical models to analyze time lagged conversions☆261May 24, 2024Updated 2 years ago
- Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising☆483Jul 9, 2021Updated 5 years ago
- Knowledge Base Embedding By Cooperative Knowledge Distillation☆66Oct 2, 2022Updated 3 years ago