Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.

🎯 A comprehensive gradient-free optimization framework written in Python

Your toolkit for autonomous, evolving agent ecosystems. Create, execute, govern, and evolve agents that learn from experience, collaborate, build new capabilities, and operate safely within defined guardrails.

A very fast, very minimal prompt optimizer

A framework for gene expression programming (an evolutionary algorithm) in Python

a python grammar for evolutionary algorithms and heuristics

A Neural Networking library based on NumPy only

Search the best feature subset for you classification mode

Tiny Genetic Programming in Python.

Python library for stochastic numerical optimization

Decision Intelligence for digging best parameters in target environment.

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search (ICML 2018)

Evolutionary Algorithm for the 2D Packing Problem combined with the 0/1 Knapsack Problem (Master Thesis)

Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.

This course covers the applied side of algorithmics in machine learning, with some deep learning and evolutionary algorithms thrown in as well.

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

EA-LSTM: Evolutionary attention-based LSTM for time series prediction