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Latest version PyCaret SDK release on February 9, 2025
| Name | PyCaret SDK |
| Category Name | Development kits |
| Release Date | February 9, 2025 |
| LTS Version | 3.4.0 |
| License | 0 |
| Official Website | https://pycaret.org/ |
| Supported OS | Windows, Linux |
PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows, making it accessible for both seasoned data scientists and citizen data scientists. It serves as an end-to-end machine learning and model management tool, significantly accelerating the experiment cycle and enhancing productivity. PyCaret functions as a Python wrapper around several machine learning libraries and frameworks, including scikit-learn, XGBoost, LightGBM, CatBoost, Optuna, Hyperopt, and Ray, among others. Its design and simplicity are inspired by the caret library in R and cater to users who can perform both simple and moderately sophisticated analytical tasks without extensive technical expertise.
Software Requirements:- Python Versions: 3.9, 3.10, 3.11, and 3.12 Package Manager: pip for installing PyCaret and dependencies Optional: Docker for containerized environments Hardware Requirements:- RAM: Minimum 4 GB; 8 GB or more recommended for large datasets Storage: At least 2 GB of free disk space Processor: Modern multi-core processor recommended
