IPython Interactive Computing and Visualization Cookbook: Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science with Python

✍ Scribed by Cyrille Rossant

Publisher: Packt Publishing
Year: 2014
Tongue: English
Leaves: 512
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

IPython is at the heart of the Python scientific stack. With its widely acclaimed web-based notebook, IPython is today an ideal gateway to data analysis and numerical computing in Python. IPython Interactive Computing and Visualization Cookbook contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. The first part covers programming techniques, including code quality and reproducibility; code optimization; high-performance computing through dynamic compilation, parallel computing, and graphics card programming. The second part tackles data science, statistics, machine learning, signal and image processing, dynamical systems, and pure and applied mathematics.

✦ Subjects

Библиотека;Компьютерная литература;Python;

📜 SIMILAR VOLUMES

IPython Interactive Computing and Visual

📁 IPython Interactive Computing and Visualization Cookbook : Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science in the Jupyter Notebook

✍ Cyrille Rossant 📂 Library 📅 2018 🏛 Packt Publishing Limited 🌐 English

Learn to use IPython and Jupyter Notebook for your data analysis and visualization work. Key Features Leverage the Jupyter Notebook for interactive data science and visualization Become an expert in high-performance computing and visualization for data analysis and scientific modeling A comprehensiv

Learning IPython for Interactive Computi

📁 Learning IPython for Interactive Computing and Data Visualization: Learn IPython for interactive Python programming, high-performance numerical computing, and data visualization

✍ Cyrille Rossant 📂 Library 📅 2013 🏛 Packt Publishing 🌐 English

You already use Python as a scripting language, but did you know it is also increasingly used for scientific computing and data analysis? Interactive programming is essential in such exploratory tasks and IPython is the perfect tool for that. Once you've learnt it, you won't be able to live without

Introduction to Computation in Physical

📁 Introduction to Computation in Physical Sciences: Interactive Computing and Visualization with Python™

✍ Jay Wang, Adam Wang 📂 Library 📅 2023 🏛 Springer 🌐 English

<span>This book provides a practical and comprehensive introduction to computational problem solving from the viewpoints of practitioners in both academic and industrial worlds. The authors present scientific problem-solving using computation and aim to increase computational thinking, which is the

Introduction to Computation in Physical

📁 Introduction to Computation in Physical Sciences. Interactive Computing and Visualization with Python

✍ Jay Wang, Adam Wang 📂 Library 📅 2023 🏛 Springer 🌐 English

Introduction to Computation in Physical

📁 Introduction to Computation in Physical Sciences. Interactive Computing and Visualization with Python

✍ Jay Wang, Adam Wang 📂 Library 📅 2023 🏛 Springer 🌐 English

Ipython Interactive Computing and Visual

📁 Ipython Interactive Computing and Visualization Cookbook

✍ Cyrille Rossant 📂 Library 📅 2018 🌐 English