Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied.This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN). This book not only covers the classical concept of text processing but also shares the recent advancements. This book will empower users in designing networks with the least co...

• 2017 World Fantasy Award finalist for Best Anthology• Contains "The Fall Shall Further the Flight in Me" by Rachael K. Jones, 2017 World Fantasy Award finalist for Best Short Fiction• Contains "Sabbath Wine" by Barbara Krasnoff, 2016 Nebula Award finalist for Best Short Story• 2016 Locus Recommended Reading List, Best AnthologyThe ground-breaking, boundary-pushing, award-nominated series of fantasy anthologies returns for a fifth inc...

New authors and collections. Visitors from other planets have long obsessed us. H.G. Wells’ War of Worlds spawned a huge wave of speculative fiction but the roots of such fears run deep in our literature, where the mysteries of other cultures have long threatened the familiar and the comfortable. Did aliens build the ancient pyramids? do they live amongst us today? what happens when they invade? And are they just the people from the next valley? or country? or planet? Would it be an inevit...

When a terrible accident claims the life of Eleanor’s twin, her family is left in tatters, and her reality begins to unravel, dropping her in and out of unfamiliar worlds. When she returns to her own time and place, hours and days have flown by without her. One fateful day, Eleanor leaps from a cliff...and vanishes. In a strange in-between place, she meets a mysterious stranger who understands the weight of her family history: Eleanor’s twin wasn’t the only tragic loss. And unless Eleanor ...

Follow the map to another world . . .Two cities joined by their reflections. A realm of feathered serpents and jaguar-men. A desert where a former goddess seeks the ultimate truth. In this collection, award-winning author Marie Brennan takes you to ten different fantastical lands, including the world of her famed scholar-heroine Lady Trent. Journey with her to places rich and strange: here there be more than just dragons.TABLE OF CONTENTS...

When Liz Drake's best friend vanishes, nothing can stop her nightmares. Driven by the certainty he needs her help, she crosses a continent to search for him. She finds Blake comatose in a Vancouver hospital, victim of a mysterious accident that claimed his lover's life - in her dreams he drowns. Blake's new circle of artists and mystics draws her in, but all of them are lying or keeping dangerous secrets. Soon nightmare creatures stalk the waking city, and Liz can't fight a dream from the ...

Knight Moves is an engrossing and evocative read, a tale of immortality and love and death rendered in a style that reminds me more than a little of the early Roger Zelazny. Williams’ people are intriguing and sympathetic, and his portrait of an Earth left transformed and empty by a humanity gone to the stars, where aliens dig among ancient ruins for old comic books while the creatures of legends stir and walk again, will linger in my memory for a long time. Williams is a writer to watch, ...

BOOK ONE OF THE GREAT WAY: The city of Peradain is the heart of an empire built with steel, spears,and a monopoly on magic… until, in a single day, it falls, overthrown by a swarm of supernatural creatures of incredible power and ferocity. Neither soldier nor spell caster can stand against them.The empire's armies are crushed, its people scattered, its king and queen killed. Freed for the first time in generations, city-states scramble to seize neighboring territories and capture i...

Merchant, industrialist and explorer Trassan Kressind has an audacious plan – combining the might of magic and iron in the heart of a great ship to navigate an uncrossed ocean, seeking the city of the extinct Morfaan to uncover the secrets of their lost sciences.Ambition runs strongly in the Kressind family, and for each of Trassan’s siblings fate beckons. Soldier Rel is banished to a vital frontier, bureaucrat Garten balances responsibility with family loyalty, sister Katriona is ...

NOW WITH BONUS CONTENT! And look for Mike Allen's newest collection of horror tales, Slow Burn2014 Shirley Jackson Award finalist for best collection2014 This Is Horror Award finalist for best collectionMike Allen has put together a first class collection of horror and dark fantasy. UNSEAMING burns bright as hell among its peers.—Laird Barron, author of THE BEAUTIFUL THING THAT AWAITS US ALLA...

Awakening - Volume 1 contains the first three stories in the original Ava Delaney series.Thirst:Ava Delaney calls herself a hybrid - a living, breathing human who happens to have vampire poison running through her veins. The only thing greater than her thirst for human blood is her capacity for guilt. She does her best to avoid the human world, for everyone's sake.When Ava accidentally enslaves a human while saving him from a vampire, she realises she has to look fo...

“Elizabeth Haydon gives us strong, compelling characters in a world both mysterious and familiar. Drawn through wonders of the fantastic and of the human soul, we, the readers, are always moving forward, never sure of where the plot, with its surprising twists and turns, is taking us. But we are always interested in finding out.”—Bestselling author J. Gregory KeyesRhapsody is a Singer of some talent swept up into events of world-shattering import. On the run from a...