kaist-silab / design-baselines-fixes
Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for design-baselines-fixes
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆16Updated 3 weeks ago
- ☆10Updated 2 years ago
- ☆14Updated last year
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆12Updated last year
- Benchmarks for Model-Based Optimization☆80Updated 6 months ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆15Updated 2 months ago
- ☆10Updated last year
- ☆25Updated 2 years ago
- ☆25Updated last year
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆15Updated 10 months ago
- ☆14Updated last year
- ☆42Updated 2 years ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆39Updated 8 months ago
- Learning energy decompositions for partial inference in GFlowNets☆14Updated 5 months ago
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆20Updated last year
- [ICLR 2021] Few Shot Bayesian Optimization☆17Updated 2 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆30Updated last year
- ☆32Updated 4 months ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆25Updated 2 months ago
- ☆21Updated last year
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆37Updated 7 months ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆64Updated 5 months ago
- Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences li…☆76Updated last month
- Code for "Biological Sequence Design with GFlowNets", 2022☆72Updated last year
- ☆44Updated 2 years ago
- ☆13Updated 7 months ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆75Updated last year
- ☆23Updated 7 months ago
- Code for "Multi-Objective GFlowNets"☆10Updated last year
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆48Updated 7 months ago