Repositories list

• Awesome-MetaBBO

  Public
  A collection of MetaBBO papers and code sources

  black-box-optimizationevolutionary-computationlearning-to-optimize+ 1metabbo

  8•94•0•0•Updated Feb 6, 2026Feb 6, 2026

• MetaEvo.github.io

  Public template
  Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

  JavaScript

  •

  MIT License

  •0•2•0•0•Updated Jan 6, 2026Jan 6, 2026

• ERO

  Public
  Sourcecodes of our Evolutionary Reasoning Optimization project.

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•11•1•0•Updated Dec 17, 2025Dec 17, 2025

• Surr-RLDE

  Public
  Python

  •

  BSD 2-Clause "Simplified" License

  •0•2•0•0•Updated Dec 9, 2025Dec 9, 2025

• .github

  Public
  0•0•0•0•Updated Nov 19, 2025Nov 19, 2025

• Diverse-BBO

  Public
  The code and technical details of our method "Latent Space Reverse Engineering" (LSRE) for generating better MetaBBO training problem set (Diverse-BBO).

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•5•0•0•Updated Nov 11, 2025Nov 11, 2025

• DesignX

  Public
  Python

  •0•10•0•0•Updated Oct 24, 2025Oct 24, 2025

• MetaBox

  Public
  MetaBox: Benchmarking Platform for Meta-Black-Box Optimization

  deep-reinforcement-learninghyperparameter-optimizationevolutionary-algorithms+ 6black-box-optimizationprotein-protein-dockinglearning-to-optimizereal-parameter-optimizationmeta-black-box-optimizationbenchmark-platform

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •15•157•1•0•Updated Oct 10, 2025Oct 10, 2025

• Awesome-System2-Reasoning-LLM

  Public
  Latest Advances on System-2 Reasoning

  Python

  •77•2•0•0•Updated Jun 8, 2025Jun 8, 2025

• Q-Mamba

  Public
  Python

  •

  MIT License

  •0•5•1•0•Updated May 3, 2025May 3, 2025

• APDMMO

  Public
  Python

  •

  BSD 2-Clause "Simplified" License

  •0•1•0•0•Updated Apr 10, 2025Apr 10, 2025

• RLDE-AFL

  Public
  Python

  •

  BSD 2-Clause "Simplified" License

  •0•12•0•0•Updated Mar 25, 2025Mar 25, 2025

• HCC

  Public
  0•2•1•0•Updated Mar 23, 2025Mar 23, 2025

• system-2-research

  Public
  System 2 Reasoning Link Collection

  Apache License 2.0

  •78•1•0•0•Updated Mar 16, 2025Mar 16, 2025

• ConfigX

  Public
  Python

  •1•4•0•0•Updated Mar 14, 2025Mar 14, 2025

• Neur-ELA

  Public
  Official code for Neural Exploratory Landscape Analysis (https://www.arxiv.org/abs/2408.10672)

  Python

  •1•15•1•0•Updated Feb 12, 2025Feb 12, 2025

• GLEET

  Public
  Python implementation of Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning

  Python

  •2•5•0•0•Updated Oct 30, 2024Oct 30, 2024

• RL-DAS

  Public
  Python

  •3•4•1•0•Updated Oct 30, 2024Oct 30, 2024

• psc4MetaBBO

  Public
  2•50•0•0•Updated Oct 6, 2024Oct 6, 2024

• LLM4Opt

  Public
  A Collection on Large Language Models for Optimization

  37•3•0•0•Updated May 12, 2024May 12, 2024

• Symbol

  Public
  Python implementation of SYMBOL

  Python

  •

  MIT License

  •4•17•0•0•Updated Feb 29, 2024Feb 29, 2024

• pflacco

  Public
  Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems

  Python

  •

  MIT License

  •7•0•0•0•Updated Nov 19, 2023Nov 19, 2023

• pypop

  Public
  PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

  Python

  •

  GNU General Public License v3.0

  •39•0•0•0•Updated Sep 22, 2023Sep 22, 2023

• S2E-GA

  Public
  paper code

  C++

  •0•1•0•0•Updated Jan 24, 2023Jan 24, 2023