FLAML provides a fast Python library for automated machine learning and tuning.
Open source
24 alternativesTpot
TPOT uses genetic programming to optimize machine learning pipelines in Python.
About Tpot
TPOT stands for Tree-based Pipeline Optimization Tool. It is a Python automated machine learning tool that optimizes machine learning pipelines using genetic programming. It requires a working Python installation, version 3.10 to under 3.14, with dependencies including scikit-learn, pandas, NumPy and SciPy. Documentation and Jupyter notebook tutorials are available in the repository.
Pricing is not clearly stated.
Key features
- Genetic feature selection
- Multi-objective optimization
- Expanded flexible method for defining search spaces
- Modular framework for customizing the evolutionary algorithm
Tpot at a glance
- Website
- github.com/EpistasisLab/tpot
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Details verified
- Oct 22, 2026 · Official source
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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