siddarthk97 / bonet
β11Updated 2 years ago
Alternatives and similar repositories for bonet:
Users that are interested in bonet are comparing it to the libraries listed below
- π° Must-read papers on Offline Model-based Optimization π₯β12Updated 6 months ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeierβ¦β15Updated last year
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".β17Updated 3 months ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)β11Updated last year
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"β34Updated last year
- β26Updated last year
- Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)β12Updated 5 months ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimizationβ35Updated 4 years ago
- β14Updated last year
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimizationβ24Updated 10 months ago
- β15Updated 9 months ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spacesβ54Updated 2 years ago
- Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".β9Updated last month
- β47Updated 2 years ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)β16Updated 4 months ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spacesβ30Updated last year
- This is the official implementation for COSMOS: a method to learn Pareto fronts that scales to large datasets and deep models.β37Updated 3 years ago
- β31Updated last year
- β8Updated 3 years ago
- This repository contains the code for the paper "Local policy search with Bayesian optimization".β13Updated 2 years ago
- β9Updated 2 years ago
- Offline Contextual Bayesian Optimizationβ14Updated last year
- MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://proceedings.neurips.cc/paper_files/papβ¦β58Updated last week
- Code for "Multi-Objective GFlowNets"β12Updated last year
- Bayesian Neural Network Surrogates for Bayesian Optimizationβ48Updated 8 months ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)β30Updated 8 months ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluationsβ101Updated last year
- Code accompanying https://arxiv.org/abs/1802.02219β17Updated 2 years ago
- [NeurIPS DBT 2021] HPO-Bβ28Updated 5 months ago
- Benchmarks for Model-Based Optimizationβ84Updated 8 months ago