Alternatives and similar repositories for Awesome-Offline-Model-Based-Optimization

Users that are interested in Awesome-Offline-Model-Based-Optimization are comparing it to the libraries listed below

• siddarthk97 / bonet
  ☆12Updated 2 years ago
• siddarthk97 / ddom
  ☆32Updated 2 years ago
• dbsxodud-11 / ls_gfn
  Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)
  ☆23Updated 8 months ago
• lamda-bbo / offline-moo
  Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".
  ☆23Updated 4 months ago
• tung-nd / ExPT
  ☆18Updated last year
• kaist-silab / design-baselines-fixes
  Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)
  ☆11Updated 2 years ago
• brandontrabucco / design-bench
  Benchmarks for Model-Based Optimization
  ☆95Updated last year
• zhaoyl18 / SEIKO
  SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all…
  ☆27Updated last year
• maxwshen / gflownet
  ☆19Updated 2 years ago
• ngushchin / EntropicOTBenchmark
  Entropic Optimal Transport Benchmark (NeurIPS 2023).
  ☆27Updated 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
• d-tiapkin / gflownet-rl
  Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)
  ☆38Updated last year
• masa-ue / RLfinetuning_Diffusion_Bioseq
  Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences li…
  ☆150Updated last year
• ml-jku / DIffUCO
  ☆56Updated 2 weeks ago
• hsjang0 / LED-GFN
  Learning energy decompositions for partial inference in GFlowNets
  ☆16Updated last year
• GFNOrg / gfn-diffusion
  ☆33Updated 6 months ago
• zdhNarsil / GFlowNet-CombOpt
  PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…
  ☆67Updated 2 years ago
• cbhua / matplotlib-prefab
  A collection of Matplotlib plot templates.
  ☆22Updated 2 years ago
• saleml / continuous-gfn
  ☆27Updated 2 years ago
• LeoIV / BAxUS
  This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…
  ☆19Updated last year
• timgaripov / compositional-sculpting
  Code for paper "Compositional Sculpting of Iterative Generative Processes"
  ☆25Updated 2 years ago
• GFNOrg / diffusion-finetuning
  ☆37Updated last year
• brandontrabucco / design-baselines
  Baselines for Model-Based Optimization
  ☆54Updated 3 years ago
• tennisonliu / LLAMBO
  Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"
  ☆91Updated 10 months ago
• boschresearch / MetaBO
  Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
  ☆40Updated 5 years ago
• ling-pan / GAFN
  ☆25Updated last year
• tung-nd / TNP-pytorch
  Official implementation of Transformer Neural Processes
  ☆78Updated 3 years ago
• MachineLearningLifeScience / hdbo_benchmark
  Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"
  ☆14Updated 8 months ago
• ling-pan / Stochastic-GFN
  ☆14Updated 2 years ago
• yunglau / QGFN
  QGFN: Controllable Greediness with Action Values - Code
  ☆10Updated last year