Evolutionary-Intelligence (Qiqi Duan - 段琦琦)

pypop. [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]

SAEI-Swarm-and-Evolutionary-Intelligence. TeX

EvolutionaryComputation-A-Modern-Perspective-ECAMP. Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).

dpop7. A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.

DCC. Distributed Cooperative Coevolution (powered by LM-CMA/CMA-ES under the recently proposed multilevel learning framework).

MPRO3. MPRO3 (A Matrix-based library of Population-based Randomized Optimization algorithms for derivative-free and black-box optimization).

PSO-30-SI. A 2025 Seminar on 30-Year Particle Swarm Optimization (PSO) Inspired by Swarm Intelligence (SI).

D-LM-MA. Distributed Low-Memory Matrix Adaptation (D-LM-MA) Evolution Strategy.

DPRO.

M-DES. Python

Biological-Evolution. "Just for Fun" on Evolution...

Evolutionary-Intelligence.github.io. Website for Evolutionary-Intelligence.github.io

CBXpy. A python package for consensus-based optimization

CoordinateDescent. A (actively updated) paper list of Coordinate Descent (CD), aka Alternative Optimization, which has an interesting relationship with Expectation Maximization (from an optimization viewpoint).

BayesianOptimization. A (actively updated) Paper List for Bayesian Optimization (BO).

ConsensusBasedX.jl. A Julia package for consensus-based optimisation

CEC2025-Tutorials-MetaEvolution.

Hierarchy.

SIAMP. [SIAMP] Swarm Intelligence (SI): A Modern Perspective (AMP)

PyNoPop7.

ES.

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

holopy. Hologram processing and light scattering in python

importance-of-binding-mechanism. Source code and data used in the article "Importance of modelling hERG binding in predicting drug-induced action potential prolongations for drug safety assessment" (Farm et al. Frontiers in Pharmacology, 2023)

cpop77. An open-source C library for POPulation-based OPtimization (e.g., evolutionary computation, swarm intelligence, meta-heuristics).

dexenv. Code for Visual Dexterity: In-Hand Reorientation of Novel and Complex Object Shapes (Science Robotics)

PyCoPop7.

RP-fit. Jupyter Notebook

pints. Probabilistic Inference on Noisy Time Series

3d_discrete_inflatables. Python

treatment-opt-pancancer. Jupyter Notebook

es-lottery. Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)

pypop-baseline. Baseline for the Development of PyPop.

LogoEC. Logos for Evolutionary Computation.

AdvTrajectoryPrediction. Implementation of CVPR 2022 paper "On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles" https://arxiv.org/abs/2201.05057