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AI Agents for "Machine Learning" Industry

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Together Open Data Scientist

Open-source data scientist agent that runs Python (locally or in the cloud) to explore datasets, build models, and generate detailed analysis reports using the ReAct framework.

MCP.so

MCP.so is a searchable directory of MCP servers, clients and other agent-development resources.

Awesome MCP Servers

A curated list of Model Context Protocol (MCP) servers enhancing AI capabilities with external tools and data.

Smithery

Smithery is a public directory for discovering MCP servers and their publisher-operated connections.

LangMem

LangMem is a Python SDK for adding long-term memory and prompt refinement to agents.

Open-Source

Popularity: 73%

Autonomy: 82/100

HuggingGPT

LLM-powered agent connecting various AI models to solve complex tasks across multiple domains.

smolagents

Hugging Face’s Python library for agents that use tools and execute code to complete developer-defined tasks.

MADS

Legacy MIT multi-agent research pipeline that turns a CSV dataset and goal into supervised-ML analysis.

Adala

An open-source framework for developing autonomous data labeling agents that learn and adapt through iterative processes.

Hugging Face Transformers

A library providing state-of-the-art machine learning models for natural language processing tasks.

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