Download
EvoTorch is an evolutionary optimization framework built on top of PyTorch, developed by NNAISENSE. It is designed for large-scale optimization problems, particularly those that require evolutionary algorithms rather than gradient-based methods.
Features
- Implements various evolutionary optimization algorithms like CMA-ES and NES
- Designed for high-dimensional and complex optimization problems
- Leverages PyTorch for seamless GPU acceleration
- Supports distributed computing for scaling evolutionary training
- Provides easy-to-use APIs for defining custom optimization problems
- Suitable for neural architecture search, reinforcement learning, and black-box optimization
Project Samples
Categories
Reinforcement Learning LibrariesLicense
Apache License V2.0Follow EvoTorch
Other Useful Business Software
Train ML Models With SQL You Already Know
Build and deploy ML models using familiar SQL. Automate data prep with built-in Gemini. Query 1 TB and store 10 GB free monthly.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of EvoTorch!
