jparkerholder / PB2Links
Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.
☆20Updated 4 years ago
Alternatives and similar repositories for PB2
Users that are interested in PB2 are comparing it to the libraries listed below
Sorting:
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Updated 2 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆51Updated 6 years ago
- ☆45Updated 3 years ago
- ☆53Updated 3 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆35Updated 2 months ago
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆45Updated 3 years ago
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆88Updated last year
- ☆15Updated 6 years ago
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆50Updated 3 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆41Updated 5 years ago
- A learning curve benchmark on OpenML data☆32Updated last year
- This is the official implementation for COSMOS: a method to learn Pareto fronts that scales to large datasets and deep models.☆39Updated 4 years ago
- ☆32Updated 3 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- Introducing diverse tasks for NAS☆50Updated 2 years ago
- implementation of Wasserstein Natural Policy Gradients and Wasserstein Natural Evolution Strategies☆13Updated 4 years ago
- [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations☆13Updated 2 years ago
- ☆18Updated 4 years ago
- [NeurIPS DBT 2021] HPO-B☆39Updated last month
- Official implementation of Learning The Pareto Front With HyperNetworks [ICLR 2021]☆105Updated 3 years ago
- PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets☆63Updated 3 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Updated 4 years ago
- Coresets via Bilevel Optimization☆68Updated 5 years ago
- ☆32Updated 3 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆52Updated 4 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆42Updated 2 years ago
- Simple implementation of GP-UCB algorithm.☆54Updated 8 years ago
- ☆11Updated 2 years ago
- A benchmark library for Dynamic Algorithm Configuration.☆33Updated 2 weeks ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 5 years ago