Benchmarks for Model-Based Optimization
☆96Apr 21, 2024Updated last year
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
- ☆32Jul 10, 2023Updated 2 years ago
- ☆24Feb 16, 2022Updated 4 years ago
- ☆53Feb 16, 2022Updated 4 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆21Jan 5, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆14Jan 19, 2023Updated 3 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆76May 19, 2024Updated last year
- ☆18Mar 31, 2024Updated last year
- 📰 [TMLR 2026 Survey Certification] Must-Read Papers on Offline Model-Based Optimization 🔥☆29Jan 27, 2026Updated 2 months ago
- [ICLR 2022] Path integral sampler☆53Aug 21, 2023Updated 2 years ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 2 years ago
- ☆14Nov 2, 2022Updated 3 years 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 last year
- Fitness landscape exploration sandbox for biological sequence design.☆170Feb 16, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation of Transformer Neural Processes☆82Aug 21, 2022Updated 3 years ago
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆43Jun 7, 2021Updated 4 years ago
- Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆21Dec 1, 2025Updated 3 months ago
- PyTorch implementation for our paper "Proximal Exploration for Model-guided Protein Sequence Design"☆37Aug 7, 2023Updated 2 years ago
- Code for "Multi-Objective GFlowNets"☆18Jul 12, 2023Updated 2 years ago
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆11Aug 16, 2024Updated last year
- ☆15Dec 2, 2019Updated 6 years ago
- Gaussian processes with spherical harmonic features in JAX☆15Aug 24, 2025Updated 7 months ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆24Jun 11, 2025Updated 9 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆30Dec 23, 2025Updated 3 months ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆20May 21, 2025Updated 10 months ago
- Protein Design with Guided Discrete Diffusion☆141Feb 21, 2024Updated 2 years ago
- Official Code for Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation (CVPR 2025)☆13Apr 2, 2025Updated 11 months ago
- Benchmark functions for Bayesian optimization☆37Mar 12, 2024Updated 2 years ago
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 2 years ago
- A modular, easy to extend GFlowNet library☆305Updated this week
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆37Jan 7, 2026Updated 2 months ago
- ☆12May 12, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A collection of MetaBBO papers and code sources☆97Feb 6, 2026Updated last month
- This is the source code for SDDObench: A Benchmark for Streaming Data-Driven Optimization with Concept Drift.☆25May 28, 2025Updated 10 months ago
- 华南理工大学本科毕业论文模板☆17May 29, 2023Updated 2 years ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆24Feb 27, 2025Updated last year
- A curated list of resources about generative flow networks (GFlowNets).☆503Oct 1, 2024Updated last year
- A Modular Architecture for Deep Learning Systems☆53May 23, 2025Updated 10 months ago
- Code of the paper "Universal Morphology Control via Contextual Modulation" at ICML 2023☆13Aug 3, 2023Updated 2 years ago