awesome-agentic-machine-learning
A curated list of awesome agentic machine learning projects, frameworks, and resources.
https://github.com/jxucoder/awesome-agentic-machine-learning
Last synced: 12 days ago
JSON representation
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Research Papers
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Benchmarks & Evaluation
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Multi-Agent Systems
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Search & Planning Methods
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Domain-Specific Agentic ML
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LLM-Based ML Optimization
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Foundation Models for ML
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Surveys
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Datasets & Benchmarks
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Foundation Models for ML
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AutoML Agents
- Data Interpreter - square) |
- OpenHands - source AI software development agent adaptable to ML tasks. |  |
- R&D-Agent - Agent?style=flat-square) |
- AIDE - powered data science agent using tree search for solution exploration. |  |
- AutoGluon Assistant - agent system for end-to-end multimodal ML automation. Also known as MLZero. |  |
- InternAgent - R1 integration. |  |
- AIRA-dojo - dojo?style=flat-square) |
- AutoMind - square) |
- AutoML-Agent - Agent LLM Framework for Full-Pipeline AutoML. |  |
- FM Agent - Agent?style=flat-square) |
- MLE-STAR - |
- ML-Master - for-AI agent integrating exploration and reasoning with adaptive memory. By SJTU SAI. |  |
- SELA - Search Enhanced LLM Agents for AutoML using MCTS. Part of MetaGPT. |  |
- LADS (LightAutoDS) - AutoML agentic system combining LLM code generation with AutoGluon, LightAutoML, and FEDOT. |  |
- SELA - Search Enhanced LLM Agents for AutoML using MCTS. Part of MetaGPT. |  |
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Frameworks & Platforms
- AutoGluon - source AutoML toolkit by Amazon with foundational models and LLM agents. |  |
- Karpathy - Dense. |  |
- K-Dense Web - loop multi-agent system for research, coding, and ML. | - |
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MLE-bench Leaderboard
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Foundation Models for ML
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Related Resources
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Foundation Models for ML
- LLM4AutoML - harden/LLM4AutoML?style=flat-square) |
- LLM-Based Data Science Agent Reading List - based data science agents. |  |
- ai-agent-papers - updated collection of AI agent research papers. |  |
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Programming Languages
Categories
Sub Categories
Keywords
data-science
4
llm
4
agent
3
machine-learning
3
automl
2
ai
2
gpt
2
multi-agent
1
autogluon
1
automated-machine-learning
1
metagpt
1
computer-vision
1
deep-learning
1
ensemble-learning
1
forecasting
1
gluon
1
hyperparameter-optimization
1
natural-language-processing
1
llms
1
research
1
development
1
data-mining
1
automation
1
openai
1
developer-tools
1
cli
1
claude-ai
1
chatgpt
1
artificial-intelligence
1
transfer-learning
1
time-series
1
tabular-data
1
structured-data
1
scikit-learn
1
pytorch
1
python
1
object-detection
1