PyCaret

What is PyCaret?

PyCaret is an open-source, low-code machine learning library in Python that enables data scientists to quickly and efficiently conduct end-to-end machine learning experiments. Unlike other open-source machine learning libraries, PyCaret provides a concise and accessible interface that can perform complex tasks with minimal code. PyCaret is a Python wrapper that integrates several popular machine learning frameworks and libraries, including scikit-learn, XGBoost, Microsoft LightGBM, and spaCy, among others. By streamlining the machine learning workflow, PyCaret aims to significantly reduce the time required to move from hypothesis to insights in a machine learning experiment

Highlights

• Open-source Python library that integrates multiple machine learning frameworks
• Low-code interface for performing complex machine learning tasks
• Enables efficient end-to-end machine learning experimentation
• Reduces the time required to progress from hypothesis to insights
• Provides a unified API to leverage various underlying machine learning libraries