index.md

layout	home
hero	name text tagline image actions EvOC Run & Visualize EAs with Just a Click A user-friendly framework (Evolve On Click) for designing, executing, and analyzing various evolutionary algorithms (EA, GP, PSO, ML Tuning) through an intuitive graphical interface. Perfect for learners, researchers, and educators – no coding required to get started! src alt /logo.png EvOC Logo theme text link brand Get Started /introduction theme text link alt See Features in Action /user-guide/ea-run
features	title icon details link Intuitive Configuration ⚙️ Visually configure parameters for Genetic Algorithms (GA), Genetic Programming (GP), Particle Swarm Optimization (PSO), and EA for ML Tuning via a simple GUI. /user-guide/ea-run title icon details link Powerful Visualizations 📈 Instantly visualize algorithm progress with fitness plots, understand results with GP trees, or observe swarm behavior with PSO animations. /user-guide/ea-run title icon details link Transparent Code Generation 💻 Generate the underlying Python code (using the DEAP library) based on your GUI setup for transparency, learning, or further customization. /user-guide/ea-run title icon details link EA for ML Tuning 🧠 Optimize Machine Learning model features or hyperparameters using Evolutionary Algorithms. Easily connect your data via Google Drive links. /user-guide/ml-run title icon details link AI-Powered Explanations ✨ Don't understand the generated code or a specific EA concept? Ask the integrated EvOC AI for a clear explanation! /user-guide/ea-run title icon details link Execute, Save & Collaborate 🚀 Run experiments, track your execution history, download logs, and easily share your configurations and results with others. /user-guide/ea-run