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PyCaret

بواسطة kCloudHub LLC

(1 التقييمات)

Version 3.3.2 + Free Support on Ubuntu 24.04

PyCaret is an open-source, low-code Python library that simplifies machine learning workflows. It enables users to preprocess data, train and compare multiple models, tune hyperparameters, and deploy machine learning models with minimal coding effort.

Key Features of PyCaret:

  • Low-code machine learning library for Python.
  • Supports classification, regression, clustering, anomaly detection, NLP, and time series tasks.
  • Automates data preprocessing, model training, evaluation, and comparison.
  • Provides visualization and interpretation tools for models.
  • Facilitates model deployment for production environments.

To verify PyCaret installation:

$sudo su $cd /opt $ source /root/miniconda3/bin/activate $ conda activate pycaret $ python -c "import pycaret; print(pycaret.__version__)"

Disclaimer:
PyCaret is an open-source project developed by the PyCaret community. This content is provided for informational purposes only. We are not affiliated with or endorsed by any organization. All trademarks and product names belong to their respective owners.