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: 2 days ago
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AutoML Agents
- AIDE - powered data science agent using tree search for solution exploration. |  |
- AIRA-dojo - dojo?style=flat-square) |
- AutoGluon Assistant - agent system for end-to-end multimodal ML automation. Also known as MLZero. |  |
- AutoMind - square) |
- AutoML-Agent - Agent LLM Framework for Full-Pipeline AutoML. |  |
- FM Agent - Agent?style=flat-square) |
- InternAgent - R1 integration. |  |
- MLE-STAR - |
- ML-Master - for-AI agent integrating exploration and reasoning with adaptive memory. By SJTU SAI. |  |
- OpenHands - source AI software development agent adaptable to ML tasks. |  |
- R&D-Agent - Agent?style=flat-square) |
- SELA - Search Enhanced LLM Agents for AutoML using MCTS. Part of MetaGPT. |  |
- Data Interpreter - square) |
- LADS (LightAutoDS) - AutoML agentic system combining LLM code generation with AutoGluon, LightAutoML, and FEDOT. |  |
- Agent Laboratory - square) |
- DS-Agent - based reasoning from Kaggle. ICML 2024. |  |
- AIBuildAI - Build-AI?style=flat-square) |
- AiScientist - as-Bus long-horizon ML research agent for paper reproduction and Kaggle-style MLE workflows. |  |
- FOREAGENT - then-Verify ML agent using run-free preference prediction to reduce expensive execution loops. |  |
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Datasets & Benchmarks
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Foundation Models for ML
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Frameworks & Platforms
- AutoGluon - source AutoML toolkit by Amazon with foundational models and LLM agents. |  |
- Karpathy - Dense. |  |
- AlphaEvolve - |
- EvoAgentX - source framework for building, evaluating, and evolving LLM-based agentic workflows. EMNLP 2025. |  |
- OpenEvolve - source implementation of Google DeepMind's AlphaEvolve for evolutionary code optimization. |  |
- EvoMaster - research agent framework for self-evolving scientific agents, including ML-Master and MLE-bench Lite workflows. |  |
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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. |  |
- Awesome-Self-Evolving-Agents - evolving AI agents bridging foundation models and lifelong systems. |  |
- Awesome-Agent-Papers - to-date survey on LLM agent methodology, applications, and challenges. |  |
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Research Papers
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Autonomous Data Science Agents
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Benchmarks & Evaluation
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Domain-Specific Agentic ML
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Foundation Models for ML
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LLM-Based ML Optimization
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Multi-Agent Systems
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Search & Planning Methods
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Surveys
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Programming Languages
Categories
Sub Categories
Keywords
llm
6
agent
4
data-science
4
machine-learning
3
gpt
2
automl
2
ai
2
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
natural-language-processing
1
optimize
1
hyperparameter-optimization
1
gluon
1
forecasting
1
ensemble-learning
1
deep-learning
1
agents
1
computer-vision
1
paper-list
1
automated-machine-learning
1
autogluon
1
multi-agent
1
metagpt
1
planning
1
reasoning
1
llm-inference
1
llm-ensemble
1
llm-engineering
1
iterative-refinement
1
iterative-methods
1
genetic-algorithms
1
genetic-algorithm
1
evolutionary-computation
1
evolutionary-algorithms
1
distributed-evolutionary-algorithms
1
discovery
1
deepmind-lab
1
deepmind
1
coding-agent
1
alphaevolve
1
alphacode
1