aryandeshwal / LADDERLinks
Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.
☆13Updated 4 years ago
Alternatives and similar repositories for LADDER
Users that are interested in LADDER are comparing it to the libraries listed below
Sorting:
- ☆45Updated 3 years ago
- Bayesian Optimisation for String Spaces☆24Updated 4 years ago
- Code for "Multi-Objective GFlowNets"☆17Updated 2 years ago
- ☆33Updated 3 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆74Updated last year
- ☆11Updated last year
- Repository for Autobahn: Automorphism Based Graph Neural Networks☆30Updated 3 years ago
- DISCS: The code base for the Benchmark for Discrete Sampling☆63Updated last year
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Updated 3 years ago
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆30Updated 2 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆69Updated 3 years ago
- Bayesian optimization with conformal coverage guarantees☆29Updated 3 years ago
- ☆34Updated 4 years ago
- A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks☆139Updated 4 years ago
- Official repository for the paper "Partition and Code: learning how to compress graphs" (NeurIPS'21) https://arxiv.org/abs/2107.01952☆36Updated 4 years ago
- BayesOpt + LIFT☆74Updated 8 months ago
- ☆28Updated 3 years ago
- ☆18Updated last year
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆16Updated 11 months ago
- Code for reproducing experiments in "On the Ability of Graph Neural Networks to Model Interactions Between Vertices"☆25Updated 2 years ago
- [ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation☆99Updated 2 years ago
- ☆28Updated 2 years ago
- Code to accompany the paper "Constrained Bayesian Optimisation for Automatic Chemical Design" https://pubs.rsc.org/en/content/articlehtml…☆51Updated 3 years ago
- Code for the paper LaM-SLidE - Latent Space Modeling of Spatial Dynamical Systems via Linked Entities☆26Updated 8 months ago
- Molecular Explanation Generator☆18Updated 4 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆57Updated 3 years ago
- ☆19Updated 2 years ago
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆54Updated 10 months ago
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆101Updated last year
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Updated 4 years ago