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Gain hands-on experience with HDF5 for storing scientific data in Python. This practical guide quickly gets you up to speed on the details, best practices, and pitfalls of using HDF5 to archive and share numerical datasets ranging in size from gigabytes to terabytes. Through real-world examples and practical exercises, you’ll explore topics such as scientific datasets, hierarchically organized groups, user-defined metadata, and interoperable files. Examples are applicable for users of both Python 2 and Python 3. If you’re familiar with the basics of Python data analysis, this is an ideal introduction to HDF5. Get set up with HDF5 tools and create your first HDF5 file Work with datasets by learning the HDF5 Dataset object Understand advanced features like dataset chunking and compression Learn how to work with HDF5’s hierarchical structure, using groups Create self-describing files by adding metadata with HDF5 attributes Take advantage of HDF5’s type system to create interoperable files Express relationships among data with references, named types, and dimension scales Discover how Python mechanisms for writing parallel code interact with HDF5
Gain hands-on experience with HDF5 for storing scientific data in Python. This practical guide quickly gets you up to speed on the details, best practices, and pitfalls of using HDF5 to archive and share numerical datasets ranging in size from gigabytes to terabytes. Through real-world examples and practical exercises, you’ll explore topics such as scientific datasets, hierarchically organized groups, user-defined metadata, and interoperable files. Examples are applicable for users of both Python 2 and Python 3. If you’re familiar with the basics of Python data analysis, this is an ideal introduction to HDF5. Get set up with HDF5 tools and create your first HDF5 file Work with datasets by learning the HDF5 Dataset object Understand advanced features like dataset chunking and compression Learn how to work with HDF5’s hierarchical structure, using groups Create self-describing files by adding metadata with HDF5 attributes Take advantage of HDF5’s type system to create interoperable files Express relationships among data with references, named types, and dimension scales Discover how Python mechanisms for writing parallel code interact with HDF5
In an era defined by rapid urbanization and ever-increasing mobility demands, effective transportation management is paramount. This book takes readers on a journey through the intricate web of contemporary transportation systems, offering unparalleled insights into the strategies, technologies, and methodologies shaping the movement of people and goods in urban landscapes. From the fundamental principles of traffic signal dynamics to the cutting-edge applications of machine learning, each chapter of this comprehensive guide unveils essential aspects of modern transportation management systems. Chapter by chapter, readers are immersed in the complexities of traffic signal coordination, corri...
Acquire knowledge of quantum chemistry concepts, the postulates of quantum mechanics, and the foundations of quantum computing, and execute illustrations made with Python code, Qiskit, and open-source quantum chemistry packages Key Features • Be at the forefront of a quest for increased accuracy in chemistry applications and computing • Get familiar with some open source quantum chemistry packages to run your own experiments • Develop awareness of computational chemistry problems by using postulates of quantum mechanics Book Description Explore quantum chemical concepts and the postulates of quantum mechanics in a modern fashion, with the intent to see how chemistry and computing inter...
This book uses examples of classroom interaction to reveal how teachers of languages act as intercultural mediators and the implications of this for practice. The book offers an account of what teachers are thinking, feeling and doing as they enact an intercultural perspective on language teaching and learning.
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What can be said about a book with a title like this? One, that it's very funny, and two, its author is extremely popular with the many thousands of kids he has amused and captivated during his career as a children's performance poet. After several years working undercover, as he puts it, as a teacher, Andrew decided to rectify what he saw as the lack of suitable poetry teaching material by writing his own. Since then his poems have been featured in many anthologies: this book is his first published collection. Why not have a furtive peek inside these lurid covers and see what all the fuss is about. Titles such as The Old and Crusty Loo, The Everlasting Nappy and There's Nothing Quite Like a Cowpat should give you a basic grasp of Andrew's subject matter: but reader, beware - check your corsets first and only scan these pages if you are unembarrassed about laughing out loud in public. Welcome to the murky world ofAlways Eat Your Bogies!
There is a curse on Point Vestal. Time moves differently in this sleepy Northwestern coastal town, where the ghosts of the past roam the streets as readily as the living inhabitants. It's still the late 19th century, and underneath the quaint touristy allure of the commingling of the past and present is a lurking darkness. August Starling, a decadent (and dead) crime baron, has a plan for Point Vestal because the magical nature of the town is a haven for sinners fleeing judgment for their crimes. And the only residents who can stop him are newcomers to town: a defrocked Episcopalian priest and a talking cat, who is fluent in seven languages. The Off Season is an effusive meditation on the nature of the fantastic, by a writer the Atlanta Constitution calls "a lasting voice in modern American literature." Cady, winner of both the Nebula and the World Fantasy Award, has given us "a consummate yarn, told with many digressions and anecdotes that combine with folksy humor to create a tall tale suffused with pathos and melancholy." (The Seattle Times)