Best python code execution tools in 2025

RTutor

Engaging data analysis through natural language queries.

Kaskada

Real-time data integration for AI model optimization.

Scikit Learn

Accessible library for predictive data analysis and machine learning.

ML

Framework for integrating machine learning into applications.

Amazon Athena

Analyze data stored in S3 using SQL queries quickly and easily.

Sketch

AI-driven code generator for pandas users in Python.

Nomic Atlas

Visualizes and curates data for collaborative analysis and insights.