AIDE: AI-driven code space exploration, a machine learning engineering agent for automating the AI development process.
AIDEML is an AI-based development tool designed to enhance the productivity of machine learning engineers by automating the AI R&D process. It can explore the code space to help users quickly find the optimal model configurations and parameter settings, thereby accelerating the R&D cycle. This tool is suitable for projects of all sizes, benefiting individual developers as well as large enterprise teams.
This is the machine-readable structured data for this agent. AI systems and search engines use this to understand the agent's capabilities.
[
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"@id": "https://agentsignals.ai/agents/aideml",
"name": "aideml",
"description": "AIDEML is an AI-based development tool designed to enhance the productivity of machine learning engineers by automating the AI R&D process. It can explore the code space to help users quickly find the optimal model configurations and parameter settings, thereby accelerating the R&D cycle. This tool is suitable for projects of all sizes, benefiting individual developers as well as large enterprise teams.",
"url": "https://agentsignals.ai/agents/aideml",
"applicationCategory": "研究",
"operatingSystem": "GitHub",
"sameAs": "https://github.com/WecoAI/aideml",
"installUrl": "https://github.com/WecoAI/aideml",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"description": "免费",
"availability": "https://schema.org/InStock"
},
"featureList": [
"AI-driven code exploration",
"Automated AI development process",
"Optimized model configuration and parameters"
],
"datePublished": "2025-12-05T17:17:28.749753+00:00",
"dateModified": "2025-12-19T05:08:44.894555+00:00",
"publisher": {
"@type": "Organization",
"name": "Agent Signals",
"url": "https://agentsignals.ai"
}
},
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://agentsignals.ai"
},
{
"@type": "ListItem",
"position": 2,
"name": "Agents",
"item": "https://agentsignals.ai/agents"
},
{
"@type": "ListItem",
"position": 3,
"name": "aideml",
"item": "https://agentsignals.ai/agents/aideml"
}
]
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is aideml?",
"acceptedAnswer": {
"@type": "Answer",
"text": "AIDE: AI-driven code space exploration, a machine learning engineering agent for automating the AI development process."
}
},
{
"@type": "Question",
"name": "What features does aideml offer?",
"acceptedAnswer": {
"@type": "Answer",
"text": "AI-driven code exploration, Automated AI development process, Optimized model configuration and parameters"
}
},
{
"@type": "Question",
"name": "What are the use cases for aideml?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Machine learning project development, Automated model tuning, Rapid prototyping"
}
},
{
"@type": "Question",
"name": "What are the advantages of aideml?",
"acceptedAnswer": {
"@type": "Answer",
"text": "提高研发效率, 减少手动调参时间, 支持多种机器学习框架"
}
},
{
"@type": "Question",
"name": "What are the limitations of aideml?",
"acceptedAnswer": {
"@type": "Answer",
"text": "对初学者可能不够友好, 需要较高的计算资源"
}
}
]
}
]