zynga / rl-bakery
RL-Bakery makes it easy to build production, large scale, batch Deep Reinforcement Learning applications.
☆91Updated last month
Related projects ⓘ
Alternatives and complementary repositories for rl-bakery
- Implementations and examples of common offline policy evaluation methods in Python.☆219Updated last year
- [IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library☆213Updated 2 months ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆74Updated last year
- ☆102Updated 3 years ago
- ☆51Updated 9 months ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆65Updated 3 years ago
- Online Ranking with Multi-Armed-Bandits☆19Updated 3 years ago
- Multi-Armed Bandit Algorithms Library (MAB)☆129Updated 2 years ago
- Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset☆56Updated 4 years ago
- Implementation of the conjugate prior table for Bayesian Statistics☆52Updated 3 months ago
- Experimentation for oracle based contextual bandit algorithms.☆31Updated 2 years ago
- Reinforcement learning algorithms in RLlib☆56Updated 6 months ago
- 🍦 Deployment tool for online machine learning models☆97Updated 2 years ago
- [AAAI 2021] TextWiser: Text Featurization Library☆53Updated 2 months ago
- ☆37Updated last year
- A Python package for building Bayesian models with TensorFlow or PyTorch☆171Updated 2 years ago
- Interaction-side integration library for Reinforcement Learning loops: Predict, Log, [Learn,] Update☆75Updated 2 weeks ago
- Toy environment set for multi-agent reinforcement learning and more☆38Updated 2 years ago
- Bandit algorithms simulations for online learning☆79Updated 4 years ago
- Distributed XGBoost on Ray☆144Updated 4 months ago
- RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems☆116Updated 2 years ago
- Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising☆467Updated 3 years ago
- AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online adver…☆148Updated 2 months ago
- example how to perform distributed bayesian optimisation (autoML) using optuna on metaflow☆10Updated 3 years ago
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆82Updated 3 years ago
- working example of a contextual multi-armed bandit☆53Updated 5 years ago
- UpliftML: A Python Package for Scalable Uplift Modeling☆318Updated last year
- ☆50Updated 3 years ago
- ☆72Updated last year
- AutoBazaar: An AutoML System from the Machine Learning Bazaar☆32Updated 3 years ago