This eBook features the unabridged text of ‘On the Various Contrivances by Which British and Foreign Orchids Are Fertilised by Insects by Charles Darwin - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Charles Darwin’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Darwin includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘On the Various Contrivances by Which British and Foreign Orchids Are Fertilised by Insects by Charles Darwin - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Darwin’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘The Autobiography of Charles Darwin by Charles Darwin - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Charles Darwin’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Darwin includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘The Autobiography of Charles Darwin by Charles Darwin - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Darwin’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications. About This Book Handle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learn Perform supervised and unsupervised learning with ease, and evaluate the performance of your model Practical, easy to understand recipes aimed at helping you choose the right machine learning algorithm Who This Book Is For Data Analysts already familiar with Python but not so much with scikit-learn, who want quick solutions to the common machine learning problems will find this book to be very useful. If you are a Python programmer who wants to take a dive into the world of machine learning in a practical manner, this book will help you too. What You Will Learn Build predictive models in minutes by using scikit-learn Understand the differences and relationships between Classification and Regression, two types of Supervised Learning. Use distance metrics to predict in Clustering, a type of Unsupervised Learning Find points with similar characteristics with Nearest Neighbors. Use automation and cross-validation to find a best model and focus on it for a data product Choose among the best algorithm of many or use them together in an ensemble. Create your own estimator with the simple syntax of sklearn Explore the feed-forward neural networks available in scikit-learn In Detail Python is quickly becoming the go-to language for analysts and data scientists due to its simplicity and flexibility, and within the Python data space, scikit-learn is the unequivocal choice for machine learning. This book includes walk throughs and solutions to the common as well as the not-so-common problems in machine learning, and how scikit-learn can be leveraged to perform various machine learning tasks effectively. The second edition begins with taking you through recipes on evaluating the statistical properties of data and generates synthetic data for machine learning modelling. As you progress through the chapters, you will comes across recipes that will teach you to implement techniques like data pre-processing, linear regression, logistic regression, K-NN, Naive Bayes, classification, decision trees, Ensembles and much more. Furthermore, you'll learn to optimize your models with multi-class classification, cross validation, model evaluation and dive deeper in to implementing deep learning with scikit-learn. Along with covering the enhanced features on model section, API and new features like classifiers, regressors and estimators the book also contains recipes on evaluating and fine-tuning the performance of your model. By the end of this book, you will have explored plethora of features offered by scikit-learn for Python to solve any machine learning problem you come across. Style and Approach This book consists of practical recipes on scikit-learn that target novices as well as intermediate users. It goes deep into the technical issues, covers additional protocols, and many more real-live examples so that you are able to implement it in your daily life scenarios.

This eBook features the unabridged text of ‘The Gipsies by Alexander Pushkin - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Collected Works of Alexander Pushkin’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Pushkin includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘The Gipsies by Alexander Pushkin - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Pushkin’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

Neural Networks and their implementation decoded with TensorFlow About This Book Develop a strong background in neural network programming from scratch, using the popular Tensorflow library. Use Tensorflow to implement different kinds of neural networks – from simple feedforward neural networks to multilayered perceptrons, CNNs, RNNs and more. A highly practical guide including real-world datasets and use-cases to simplify your understanding of neural networks and their implementation. Who This Book Is For This book is meant for developers with a statistical background who want to work with neural networks. Though we will be using TensorFlow as the underlying library for neural networks, book can be used as a generic resource to bridge the gap between the math and the implementation of deep learning. If you have some understanding of Tensorflow and Python and want to learn what happens at a level lower than the plain API syntax, this book is for you. What You Will Learn Learn Linear Algebra and mathematics behind neural network. Dive deep into Neural networks from the basic to advanced concepts like CNN, RNN Deep Belief Networks, Deep Feedforward Networks. Explore Optimization techniques for solving problems like Local minima, Global minima, Saddle points Learn through real world examples like Sentiment Analysis. Train different types of generative models and explore autoencoders. Explore TensorFlow as an example of deep learning implementation. In Detail If you're aware of the buzz surrounding the terms such as "machine learning," "artificial intelligence," or "deep learning," you might know what neural networks are. Ever wondered how they help in solving complex computational problem efficiently, or how to train efficient neural networks? This book will teach you just that. You will start by getting a quick overview of the popular TensorFlow library and how it is used to train different neural networks. You will get a thorough understanding of the fundamentals and basic math for neural networks and why TensorFlow is a popular choice Then, you will proceed to implement a simple feed forward neural network. Next you will master optimization techniques and algorithms for neural networks using TensorFlow. Further, you will learn to implement some more complex types of neural networks such as convolutional neural networks, recurrent neural networks, and Deep Belief Networks. In the course of the book, you will be working on real-world datasets to get a hands-on understanding of neural network programming. You will also get to train generative models and will learn the applications of autoencoders. By the end of this book, you will have a fair understanding of how you can leverage the power of TensorFlow to train neural networks of varying complexities, without any hassle. While you are learning about various neural network implementations you will learn the underlying mathematics and linear algebra and how they map to the appropriate TensorFlow constructs. Style and Approach This book is designed to give you just the right number of concepts to back up the examples. With real-world use cases and problems solved, this book is a handy guide for you. Each concept is backed by a generic and real-world problem, followed by a variation, making you independent and able to solve any problem with neural networks. All of the content is demystified by a simple and straightforward approach.

The story opens with Ishmael, his family, Ellen and Abiram slowly making their way across the virgin prairies of the Midwest looking for a homestead, just two years after the Louisiana Purchase, and during the time of the Lewis and Clark Expedition. They meet Natty Bumppo, the trapper, who has left his home in New York state to find a place where he cannot hear the sound of people cutting down the forests.

Is it possible for someone who seems to have it all - a doting fiancée, impending marriage and a great life stretching out ahead of him to loose ability to enjoy life? For some reason, our hero can't cope with this idyllic existence and begins a nightmarish spiral into insanity. Other stories in this collection include: A Christmas Tree and a Wedding, Polzunkov, A Little Hero, Mr Prohartchin.

Olenka, the daughter of the retired collegiate assessor, Plemyanniakov, was sitting in her back porch, lost in thought. It was hot, the flies were persistent and teasing, and it was pleasant to reflect that it would soon be evening. Dark rainclouds were gathering from the east, and bringing from time to time a breath of moisture in the air. Kukin, who was the manager of an open-air theatre called the Tivoli, and who lived in the lodge, was standing in the middle of the garden looking at the sky.

Everyone is gunning for the New Guy Gabriel Sauers of Two Squad is a soldier, newly arrived in Vietnam--a country too beautiful to invite so savagely unreal a war. But Gabriel won't be a New Guy for long. He'll go through incoming mortars, he'll see the enemy alive. He'll wander through a hell that will turn the green recruit lucky enough to survive into a death-hardened veteran, longing for nothing more than a return to the world of hot baths and cold beer, no bullets, and no noise. Now, 40 years later, he is grappling with an action on the verge of his grandson Seth's deployment to Iraq that will change both their lives forever.Critics Praise Don Bodey's F.N.G "One of the most hard-hitting of all the vietnam novels" -- The Boston Herald "A powerful social document and a well-written, deeply moving first novel...highly recommended" --The Library Journal "Raw, profane...a candidly moving portrayal of the average American soldier in Vietnam, who often found courage when he did not seek it--but little of anything else." --Chicago Sun-Times "The day to day grind, beautifully and touchingly rendered by...a Vietnam veteran, is told with an unrelenting accumulation of detail." --The New York Times Book Review "Bodey packs considerable emotional freight...into a style that remains deliberately supple, cool, and declarative...An impressive novel." --The Cleveland Plain Dealer "A harrowing vividly written account of hell with a leavening of light moments. A revelation for one who wasn't there. Painful for those who were." --Bob Mason, author of CHICKENHAWK "All Quiet on the Western Front drives its readers to the front of World War I. F.N.G helicopters its readers to a new front: Vietnam." --Bestsellers More info at www.DonBodey.com The Reflections of History Series from Modern History Press www.ModernHistoryPress.com (an Imprint of Loving Healing Press)

This edition features Anton Chekhov's The Duel in both English and Russian languages for those interested in advancing language skills, learning or simply digging into finer detail of the original Chekhov masterpiece. Laevsky is a dissipated romantic given to gambling and flirtation. He has run off to the sea with another man's wife and quickly grown tired of her, but two obstacles block his route to escape: he is broke, and he faces the absolute enmity of Von Koren, an arrogant zoologist and former friend who can no longer tolerate Laevsky's irresponsibility. Soon Laevsky confronts Von Koren, accusing him of meddling in his affairs, but Von Koren maneuvers a criticism Laevsky makes of their mutual friend, Dr. Samoylenko, into a challenge to a duel.

An early detective story by a woman writer about a sewing girl in a rich man's house who is abducted. The housekeeper reports the crime and the detective in charge doesn't understand why it is imperative that the servant be found. There are some twists and things aren't as they seem.

A mysterious murder on a flying express train, a wily Italian, a charming woman caught in the meshes of circumstantial evidence, a chivalrous Englishman, and a police force with a keen nose for the wrong clue, are the ingredients from which Major Griffiths has concocted a clever, up-to-date detective story.

The story begins with the mysterious death of Sir Richard Trevlyn. All the reader knows is that Richard's wife, Alice, who is pregnant with their first child, listens through a keyhole in the library door to a conversation Richard has with a visitor. What she hears horrifies her, she faints, and a servant, Hester, finds her and helps her to bed. Alice insists Richard not be disturbed, but Hester is worried and goes to the library anyway to tell him his wife is ill. She finds him slumped over his desk, dead. ? Twelve years later the child, Lillian, meets a stranger on the grounds, a sixteen year old boy named Paul who applies for work on the estate. He does his job well, advancing in position and earning the affection of family and servants alike. Some of the servants suspect he may be more than a mere gardener or groom, but they like him and when he leaves without a word to anyone they are confused and disappointed.

On the edge of the Chicago medical district, the Harrison School for Exceptional Youth looks like a castle in a snow globe. Janina has been there since she was ten years old, and now she's fourteen. She feels so safe inside its walls that she's afraid to leave. Devante's parents bring him there after?a tragedy leaves him depressed and suicidal. ?Even though he's in a different place, he can't escape the memories that come flooding back when he least expects them. Dr. Gail Thomas comes to work there after quitting?her medical residency. Frustrated and on the verge of giving up on her dreams, she sees becoming a counselor as her last chance to put her skills to the test. When he founded the school, Dr. Lutkin designed its unique environment to be a place that would change the students' lives. He works hard as?the keeper of other people's secrets, though he never shares any of his own.?But everything changes late in the winter of 1994 when these four characters' lives intersect in unexpected ways. ?None of them will ever be the same.

This eBook features the unabridged text of ‘The Message by Honoré de Balzac - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Collected Works of Honoré de Balzac’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Balzac includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘The Message by Honoré de Balzac - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Balzac’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

The History of World War I series recounts the battles and campaigns that took place during the 'Great War'. From the Falkland Islands to the lakes of Africa, across the Eastern and Western Fronts, to the former German colonies in the Pacific, the series provides a six-volume history of the battles and campaigns on land, at sea and in the air. The assassination in Sarajevo of the Austro-Hungarian heir, Archduke Franz Ferdinand lit an explosive mixture of ethnic tensions, nationalism, political opportunism, and the quest for power within the Balkans to plunge Europe into a conflict that would cost millions of lives. Austro-Hungary faced both Serbia and Russia during the opening phase of the war, but Bulgaria's decision to join the Central Powers in October 1915 led to the opening of the Salonika front in Greece, where 150,0000 British and French troops saw little fighting until the disastrous 1918 Doiran campaign. At the war's outbreak, the British authorities in Africa were totally unprepared, with few forces available to attack the German colonies, who themselves were effectively left isolated from help. The German commander in East Africa, Paul von Lettow-Vorbeck, launched a brilliant guerrilla campaign with scant resources, conducting lightning attacks on Allied targets, particularly the Uganda Railway. He was opposed by the South African General Jan Smuts and his mixture of Boer, British, Rhodesian, Indian, African, Belgian and Portuguese soldiers: fighting continued until November 1918. Italy entered the war against the Central Powers in April 1915. For two years, Austro-Hungarian forces were kept at bay on Italy's northern borders, until a combined German and Austro-Hungarian defeated?the Italian forces at the Battle of Caporetto in October 1917. Revenge came with the Allied victory at Vittorio Veneto in November 1918, which led to Austro-Hungary's collapse. With the aid of over 300 photographs, complemented by full-colour maps, The Balkans, Italy & Africa provides a detailed guide to the background and conduct of the war in the Balkan, Italian and African theatres from the assassination in Sarajevo to the surrender of the Central Powers.

One of Scotland’s most celebrated storytellers, Stevenson deserves a place in everyone’s digital library. This is the definitive digital Edition of the great author’s works, with every published novel, short story, play, poem, letter, essay and piece of travel writing written by Robert Louis Stevenson. Why buy any other Stevenson eBook when you can have them ALL in one? (Current Version: 3) * ALL 12 Novels with concise introductions * Many of the texts are illustrated with the original Victorian artwork, including TREASURE ISLAND and DR JEKYLL AND MR. HYDE * Every short story and short story collection * Texts organised into scholarly chronological order and divided into literary forms * The complete poetry and plays * ALL of the collaboration works with other authors * Even includes the complete letters, with their contents table * Hundreds of images relating to Stevenson’s life and works * The text has been carefully formatted for your enjoyment * Numerous images related to Stevenson’s life and works * hree BONUS biographies – explore Stevenson’s adventurous life by contemporary biographers – all with their own special contents tables Please visit www.delphiclassics.com to browse through our range of exciting titles CONTENTS: The Novels TREASURE ISLAND THE BLACK ARROW PRINCE OTTO THE STRANGE CASE OF DR. JEKYLL & HYDE KIDNAPPED THE MASTER OF BALLANTRAE THE WRONG BOX THE WRECKER CATRIONA THE EBB-TIDE WEIR OF HERMISTON ST. IVES The Unfinished Novels HEATHERCAT THE GREAT NORTH ROAD THE YOUNG CHEVALIER The Short Story Collections NEW ARABIAN NIGHTS MORE NEW ARABIAN NIGHTS THE MERRY MEN AND OTHER TALES ISLAND NIGHTS’ ENTERTAINMENTS FABLES TALES AND FANTASIES The Short Stories CHRONOLGOICAL LIST OF SHORT STORIES ALPHABETICAL LIST OF SHORT STORIES The Poetry Collections A CHILD’S GARDEN OF VERSES UNDERWOODS BALLADS SONGS OF TRAVEL AND OTHER VERSES ADDITIONAL POEMS The Poems CHRONOLOGICAL LIST OF POEMS ALPHABETICAL LIST OF POEMS The Plays DEACON BRODIE BEAU AUSTIN ADMIRAL GUINEA MACAIRE THE CHARITY BAZAAR The Travel Writing AN INLAND VOYAGE TRAVELS WITH A DONKEY IN THE CEVENNES A MOUNTAIN TOWN IN FRANCE EDINBURGH: PICTURESQUE NOTES THE AMATEUR EMIGRANT ACROSS THE PLAINS THE SILVERADO SQUATTERS THE OLD AND NEW PACIFIC CAPITALS The Non-Fiction VIRGINIBUS PUERISQUE AND OTHER PAPERS FAMILIAR STUDIES OF MEN AND BOOKS MEMORIES AND PORTRAITS MEMOIR OF FLEEMING JENKIN RECORDS OF A FAMILY OF ENGINEERS ADDITIONAL MEMORIES AND PORTRAITS LATER ESSAYS LAY MORALS PRAYERS WRITTEN FOR FAMILY USE A FOOTNOTE TO HISTORY IN THE SOUTH SEAS LETTERS FROM SAMOA LETTERS TO YOUNG PEOPLE JUVENILIA AND OTHER PAPERS PIERRE JEAN DE B?RANGER ARTICLE THE COMPLETE LETTERS The Biographies THE LIFE OF STEVENSON By Sir Graham Balfour THE LIFE FOR BOYS AND GIRLS By J.M. Overton THE LIFE OF MRS. STEVENSON By Nellie Sanchez Please visit www.delphiclassics.com to browse through our range of exciting titles

This eBook features the unabridged text of ‘The Bickerstaff-Partridge Papers by Jonathan Swift - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Jonathan Swift’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Swift includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘The Bickerstaff-Partridge Papers by Jonathan Swift - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Swift’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘A Journal to Stella by Jonathan Swift - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Jonathan Swift’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Swift includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘A Journal to Stella by Jonathan Swift - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Swift’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘Uncle Tom’s Cabin Or, Life Among the Lowly by Harriet Beecher Stowe - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Harriet Beecher Stowe’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Stowe includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Uncle Tom’s Cabin Or, Life Among the Lowly by Harriet Beecher Stowe - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Stowe’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘Pink and White Tyranny by Harriet Beecher Stowe - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Harriet Beecher Stowe’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Stowe includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Pink and White Tyranny by Harriet Beecher Stowe - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Stowe’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles