raffg / multi_armed_banditLinks
Monte Carlo simulations of several different multi-armed bandit algorithms and a comparison with classical statistical A/B testing
☆76Updated 5 years ago
Alternatives and similar repositories for multi_armed_bandit
Users that are interested in multi_armed_bandit are comparing it to the libraries listed below
Sorting:
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆69Updated 4 years ago
- Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset☆57Updated 5 years ago
- Implementations and examples of common offline policy evaluation methods in Python.☆224Updated 2 years ago
- Big Data's open seminars: An Interactive Introduction to Reinforcement Learning☆64Updated 4 years ago
- RL-Bakery makes it easy to build production, large scale, batch Deep Reinforcement Learning applications.☆93Updated last year
- ☆105Updated 4 years ago
- Multi-Armed Bandit Algorithms Library (MAB)☆133Updated 3 years ago
- [IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library☆264Updated last year
- Bandit algorithms simulations for online learning☆88Updated 5 years ago
- ☆44Updated 3 years ago
- AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online adver…☆181Updated 4 months ago
- 😎 awesome dynamic pricing 💵☆115Updated 3 years ago
- ☆51Updated last year
- No Regrets: A deep dive comparison of bandits and A/B testing☆47Updated 7 years ago
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆100Updated 4 years ago
- ☆36Updated 6 years ago
- Contextual bandit benchmarking☆51Updated 4 months ago
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆84Updated 4 years ago
- Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendad…☆58Updated 5 years ago
- A prototype implementation of ClusChurn based on PyTorch.☆52Updated 7 years ago
- In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandit…☆89Updated 4 years ago
- Implementing LinUCB and HybridLinUCB in Python.☆49Updated 7 years ago
- Predict and recommend the news articles, user is most likely to click in real time.☆32Updated 7 years ago
- Simple but Flexible Recommendation Engine in PyTorch☆133Updated 3 years ago
- working example of a contextual multi-armed bandit☆57Updated 6 years ago
- UpliftML: A Python Package for Scalable Uplift Modeling☆329Updated 2 years ago
- Contextual bandit in python☆114Updated 4 years ago
- Public solution for AutoSeries competition☆72Updated 5 years ago
- Stream Data based News Recommendation - Contextual Bandit Approach☆48Updated 7 years ago
- Play with the solutions to the multi-armed-bandit problem.☆415Updated last year