Evolution

High-Performance Symbolic Regression in Python and Julia

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

Graphics Processing Units Molecular Dynamics

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.

Top 6 AI Paradigms Fighting for Survival in 2026

An Self-Evolving Stock Strategy Research Agent 策略回测和自我进化