IPython Interactive Computing and Visualization Cookbook
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Author
Publication
2014 - Packt Publishing, No place, unknown, or undetermined
Language
English
Word Count
128,000 words, Guess
Page Count
512 pages
Identifiers
- Open LibraryOL38561437M
- ISBN-139781783284825
- ISBN-10178328482X
- OCLC Control Number892044237
- OCLC Control Number1040616819
and 2 more
- OCLC Control Number894504558
- OCLC Control Numberipythoninteracti0000ross
Classifications
- DDC006.78
- LCCQA76.73.P98 R6773 2013eb
Description
With its widely acclaimed web-based notebook, IPython is an ideal gateway to data analysis and numerical computing in Python. This book contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. You will learn how to: code better by writing high-quality, readable, and well-tested programs; profiling and optimizing your code, and conducting reproducible interactive computing experiments; master all of the new features of the IPython notebook, including the interactive HTML/JavaScript widgets; analyze data with Bayesian and frequentist statistics (Pandas, PyMC, and R), and learn from data with machine learning (scikit-learn); gain insight into signals, images, and sounds with SciPy, scikit-image, and OpenCV; write blazingly fast Python programs with NumPy, PyTables, ctypes, Numba, Cython, OpenMP, GPU programming (CUDA and OpenCL), parallel IPython, MPI, and many more. --
Subjects
Links
Other Editions
- IPython Interactive Computing and Visualization Cookbook
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