Benchmarks for Model-Based Optimization
☆96Apr 21, 2024Updated 2 years ago
Alternatives and similar repositories for design-bench
Users that are interested in design-bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Baselines for Model-Based Optimization☆55Jan 23, 2022Updated 4 years ago
- ☆33Jul 10, 2023Updated 3 years ago
- ☆24Feb 16, 2022Updated 4 years ago
- ☆54Feb 16, 2022Updated 4 years ago
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆14Jan 19, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆22Jan 5, 2024Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆77May 19, 2024Updated 2 years ago
- ☆19Mar 31, 2024Updated 2 years ago
- [ICLR 2022] Path integral sampler☆54Aug 21, 2023Updated 2 years ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 3 years ago
- [NeurIPS'21] RoMA: Robust Model Adaptation for Offline Model-based Optimization☆15Oct 28, 2021Updated 4 years ago
- ☆14Nov 2, 2022Updated 3 years ago
- Fitness landscape exploration sandbox for biological sequence design.☆175Feb 16, 2023Updated 3 years ago
- Official implementation of Transformer Neural Processes☆83Aug 21, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Simplistic Pytorch Implementation of the Dreamer-RL☆20May 7, 2025Updated last year
- Generative Uncertainty in Diffusion Models☆16Jun 23, 2025Updated last year
- Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆27Dec 1, 2025Updated 8 months ago
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆12Aug 16, 2024Updated 2 years ago
- PyTorch implementation for our paper "Proximal Exploration for Model-guided Protein Sequence Design"☆39Aug 7, 2023Updated 3 years ago
- Code for "Multi-Objective GFlowNets"☆20Jul 12, 2023Updated 3 years ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆26May 24, 2026Updated 2 months ago
- A collection of MetaBBO papers and code sources☆109Feb 6, 2026Updated 6 months ago
- SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all…☆30Jul 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Gaussian processes with spherical harmonic features in JAX☆16Aug 24, 2025Updated 11 months ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆24Apr 15, 2026Updated 4 months ago
- Protein Design with Guided Discrete Diffusion☆143Feb 21, 2024Updated 2 years ago
- Benchmark functions for Bayesian optimization☆37Mar 12, 2024Updated 2 years ago
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆39Jan 7, 2026Updated 7 months ago
- A modular, easy to extend GFlowNet library☆313Updated this week
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 3 years ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆170Oct 10, 2025Updated 10 months ago
- Official Code for Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation (CVPR 2025)☆15Apr 2, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for "Biological Sequence Design with GFlowNets", 2022☆78Mar 17, 2023Updated 3 years ago
- ☆12May 12, 2023Updated 3 years ago
- A Julia implementation of the Paillier partially homomorphic encryption system☆13Oct 8, 2020Updated 5 years ago
- Derivative-Free, Training-Free, Guidance in Diffusion Models☆16Sep 30, 2024Updated last year
- A curated list of resources about generative flow networks (GFlowNets).☆503Oct 1, 2024Updated last year
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆25Feb 27, 2025Updated last year
- A Modular Architecture for Deep Learning Systems☆56May 23, 2025Updated last year