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I install these 9 Python tools on every new machine

These are my go-to libraries for Python data crunching.
note

Don't Stop at 'Visualization' with MMM: Building a Decision-Making Automation Foundation for Budget Optimization with Bayesian Inference and SciPy

"We have introduced MMM (Marketing Mix Modeling) and visualized the contribution of each advertising channel." If you, as a data scientist or AI engineer, are satisfied with reporting this to the ...
tech2geek

Scikit-learn: The Essential Machine Learning Library for Python

If you’re learning machine learning with Python, chances are you’ll come across Scikit-learn. Often described as “Machine Learning in Python,” Scikit-learn is one of the most widely used open-source ...
IEEE

PyCSBtool: Python-Based GUI Learning Tool for Basics Control System Education

Abstract: Control systems education plays a fundamental role in engineering education, as it provides the foundation for understanding how dynamic systems respond to various inputs and behave over ...
Scientific Research Publishing

Virtanen, P., Gommers, R., Oliphant, T.E., Haberland, M., Reddy, T., Cournapeau, D., et al. (2020) Scipy 1.0: Fundamental Algorithms for Scientific Computing in Python. Nature ...

ABSTRACT: The integration of artificial intelligence into the development and production of mechatronic products offers a substantial opportunity to enhance efficiency, adaptability, and system ...
Hackaday

OpenSPICE: A Portable Python Circuit Simulator

[Roman Parise] and [Georgios Is. Detorakis] have created OpenSPICE a fork of the PySpice project, adding a new simulation engine written entirely in Python. This enables the same PySpice simulations ...
Hacker

10 Best Python Machine Learning Tutorials

Python is a high-level programming language that is widely used for Machine Learning (ML) applications. It is known for its readability, versatility and ease of use, making it an ideal choice for ...