Shen-Lab / LOISLinks
[NeurIPS 2019] LOIS: Learning to Optimize In Swarms, guided by posterior estimation
☆18Updated 4 years ago
Alternatives and similar repositories for LOIS
Users that are interested in LOIS are comparing it to the libraries listed below
Sorting:
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- ☆44Updated 2 years ago
- Benchmarks for Model-Based Optimization☆95Updated last year
- Repository for Autobahn: Automorphism Based Graph Neural Networks☆30Updated 3 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆61Updated 3 years ago
- Baselines for Model-Based Optimization☆53Updated 3 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆71Updated last year
- ☆32Updated 2 years ago
- ☆27Updated 2 years ago
- Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.☆13Updated 3 years ago
- Code for "Maximizing Acquisition Functions for Bayesian Optimization"☆13Updated 6 years ago
- ☆18Updated last year
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆74Updated 3 years ago
- ☆20Updated 8 months ago
- Bayesian optimization with conformal coverage guarantees☆28Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆40Updated 5 years ago
- Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pyt…☆75Updated 4 years ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Updated 2 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆55Updated 3 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆19Updated last year
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆15Updated 2 years ago
- Path integral based convolution and pooling☆30Updated 2 years ago
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆14Updated 3 years ago
- Official implementation of NeurIPS'23 paper "Sample-efficient Multi-objective Molecular Optimization with GFlowNets"☆19Updated last year
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆12Updated 2 years ago
- Code for the ICML 2019 paper 'Conditioning by adaptive sampling for robust design'☆37Updated 4 years ago
- Code for "Biological Sequence Design with GFlowNets", 2022☆74Updated 2 years ago
- Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Materials☆16Updated 2 years ago
- GeneDisco is a benchmark suite for evaluating active learning algorithms for experimental design in drug discovery.☆40Updated 2 years ago
- [ICLR 2022] Path integral sampler☆52Updated 2 years ago