Alternatives and similar repositories for design-bench:

Users that are interested in design-bench are comparing it to the libraries listed below

• brandontrabucco / design-baselines
  Baselines for Model-Based Optimization
  ☆53Updated 3 years ago
• samuelstanton / lambo
  Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)
  ☆69Updated 11 months ago
• rail-berkeley / design-bench
  ☆49Updated 3 years ago
• MJ10 / BioSeq-GFN-AL
  Code for "Biological Sequence Design with GFlowNets", 2022
  ☆73Updated 2 years ago
• jarridrb / DEM
  Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.
  ☆51Updated 2 weeks ago
• nataliemaus / lolbo
  ☆28Updated 2 years ago
• ling-pan / Stochastic-GFN
  ☆12Updated last year
• augustwester / gflownet
  A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)
  ☆42Updated last year
• dhbrookes / CbAS
  Code for the ICML 2019 paper 'Conditioning by adaptive sampling for robust design'
  ☆36Updated 3 years ago
• google-research / discs
  DISCS: The code base for the Benchmark for Discrete Sampling
  ☆54Updated 8 months ago
• wgrathwohl / GWG_release
  Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"
  ☆54Updated last year
• cambridge-mlg / weighted-retraining
  ☆44Updated 2 years ago
• Tikquuss / GflowNets_Tutorial
  GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…
  ☆85Updated 2 years ago
• maxwshen / gflownet
  ☆15Updated last year
• pascalnotin / uncertainty_guided_optimization
  Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…
  ☆31Updated last year
• hnisonoff / discrete_guidance
  Code for our paper "Unlocking Guidance for Discrete State-Space Diffusion and Flow Models"
  ☆15Updated last week
• lamda-bbo / offline-moo
  Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".
  ☆19Updated 6 months ago
• saleml / continuous-gfn
  ☆24Updated last year
• tung-nd / ExPT
  ☆16Updated last year
• kaist-silab / design-baselines-fixes
  Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)
  ☆11Updated last year
• siddarthk97 / bonet
  ☆11Updated 2 years ago
• chemgymrl / chemgymrl
  ☆25Updated last year
• GGchen1997 / BDI
  This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…
  ☆15Updated 2 years ago
• lollcat / fab-torch
  Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.
  ☆57Updated last year
• timgaripov / compositional-sculpting
  Code for paper "Compositional Sculpting of Iterative Generative Processes"
  ☆21Updated last year
• recursionpharma / gflownet
  GFlowNet library specialized for graph & molecular data
  ☆238Updated last week
• henrymoss / BOSS
  Bayesian Optimisation for String Spaces
  ☆24Updated 3 years ago
• tristandeleu / gfn-maxent-rl
  Comparison between GFlowNets & Maximum Entropy RL
  ☆16Updated last year
• andrew-cr / jump-diffusion
  ☆31Updated 10 months ago
• GFNOrg / EB_GFN
  Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"
  ☆82Updated 2 years ago