EvoTorch
Click to visit website
About
EvoTorch™ is a cutting-edge open-source library built to accelerate research and applications of Evolutionary Algorithms (EAs), with a strong focus on NeuroEvolution. It provides state-of-the-art algorithms and utilities, leveraging PyTorch for defining objective functions and supporting GPU acceleration. EvoTorch is designed to reduce boilerplate code, allowing users to focus on solving problems at scale. Its features include scalable parallelism across multiple CPU and GPU nodes, built on Ray and PyTorch. It offers flexibility for various tasks such as searching the space of images, programs, or designs; optimizing large-scale single/multiobjective engineering problems; implementing fast Model Predictive Control with learned dynamics models; and evolving high-performance neural controllers for complex reinforcement learning tasks (neuroevolution). Enterprise support for customization and deployment is also available from NNAISENSE.
Platform
Features
• designed to reduce boilerplate for complex problem solving
• provides state-of-the-art evolutionary algorithms and utilities
• supports model predictive control and reinforcement learning tasks
• facilitates large-scale single and multi-objective optimization
• enables scalable parallelism across multiple cpu and gpu nodes
• supports gpu acceleration for faster computations
• integrates seamlessly with pytorch for defining objective functions
• accelerates evolutionary algorithms and neuroevolution research
Pricing Plans
Enterprise Support
Unknown Price• Customization for domain-specific problems
• Support for preferred compute environments
• Production deployments
• Maintenance of trained solutions
Open-Source
Free Plan• GPU acceleration
• Multiple objectives
• Parallelized RL
• Scalable parallelism
• Exploration and optimization
• Model Predictive Control
• Neuroevolution
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Alternatives
Moxy Studios
Data science solutions for marketplace businesses matching supply and demand through advanced algorithms.
View DetailsFeatured Tools
GirlfriendGPT
NSFW AI chat platform with customizable characters, AI image generation, and voice chat. Explore roleplay and intimate interactions with AI companions.
View Details
xMates AI
xMates AI is a next-generation AI chat app powered by large language models, offering human-like interactions and roleplaying with customizable AI characters.
View Details
Promptix
Promptix is a macOS app that lets you run AI in any application with a hotkey. It helps you write faster, translate, polish text, and use custom prompts.
View Details
BestStock AI
BestStock AI is an AI-powered financial analysis platform, automating data processing and delivering predictive insights across financial instruments.
View Details
Wan 2.2
Wan 2.2 is an open-source AI video generation tool using MoE architecture, transforming text or images into professional 720P cinematic videos.
View DetailsWan 2.2 Animate
Wan 2.2 Animate is a free online AI tool that transforms any character with advanced AI-powered animations, precise facial expressions, and dynamic body movements without registration.
View Details
Soora2
Soora2 is a global Sora 2 AI video generation platform offering text-to-video, image-to-video, and AI editing tools without watermarks.
View Detailsnexos.ai
nexos.ai is an all-in-one AI platform for enterprises, enabling secure, organization-wide AI adoption, policy setting, and oversight for tech leaders.
View Details