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SapientML
✓ verifiedFreemium
Open-source Python AutoML library that quickly generates machine learning pipelines by learning from human-written solutions.
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Pricing
Free: $0 (open-source pip package)
Core features
- ✦Pip-installable Python package
- ✦Pipeline generation learned from prior human-written solutions
- ✦Fast generation by pruning implausible pipeline combinations
- ✦Transparent, human-readable generated code with explanations
- ✦Based on peer-reviewed ICSE 2022 research
Use cases
- →Quickly building a baseline ML pipeline for a new dataset
- →Automating pipeline selection without manual trial-and-error
- →Learning how a generated model pipeline works via readable code
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