aryandeshwal / LADDERLinks
Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.
☆13Updated 3 years ago
Alternatives and similar repositories for LADDER
Users that are interested in LADDER are comparing it to the libraries listed below
Sorting:
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆73Updated 2 years ago
- ☆44Updated 2 years ago
- Code for "Multi-Objective GFlowNets"☆14Updated last year
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆58Updated 2 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆17Updated last year
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆70Updated last year
- Baselines for Model-Based Optimization☆53Updated 3 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆29Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆22Updated last year
- ☆24Updated last year
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆11Updated 4 months ago
- ☆51Updated 11 months ago
- ☆9Updated last year
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆44Updated 2 years ago
- ☆29Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆28Updated 2 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- ☆11Updated 2 years ago
- Laplace Redux -- Effortless Bayesian Deep Learning☆42Updated 3 weeks ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆37Updated 5 years ago
- ☆17Updated last year
- Pre-trained Gaussian processes for Bayesian optimization☆93Updated 2 months ago
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆72Updated 6 months ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆51Updated last year
- ☆22Updated 2 years ago
- Benchmarks for Model-Based Optimization☆92Updated last year
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆31Updated last year
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆54Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago