Whether you’re an intermediate-level Python programmer or a student of computational modeling, you’ll delve into examples of complex systems through a series of exercises, case studies, and easy-to-understand explanations.You’ll work with graphs, algorithm analysis, scale-free networks, and cellular automata, using advanced features that make Python such a powerful language. Ideal as a text for courses on Python programming and algorithms, Think Complexity will also help self-learners gain valuable experience with topics and ideas they might not encounter otherwise.Work with NumPy arrays and SciPy methods, basic signal processing and Fast Fourier Transform, and hash tablesStudy abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machinesGet starter code and solutions to help you re-implement and extend original experiments in complexityExplore the philosophy of science, including the nature of scientific laws, theory choice, realism and instrumentalism, and other topicsExamine case studies of complex systems submitted by students and readers

    It’s about falling into the darkness and still chasing the light. It’s about letting love find you, trusting the universe and believing in the magic we carry within ourselves.Love, Hope and Magic is not written to inspire you but to fix you.Becauselove comes, leaves and pains,but magic happens and stays,and all we need isa little hope in between.

    Kara and Jeff usually work alone, but Operation Trail Ride throws them undercover together in a way neither of them expected.A notorious Miami drug lord wants Kara dead. Can these agents pull off the greatest acting job of their lives—and manage the sparks flying between them? Or will they die trying?Edge of Truth is the first book in the Law Enforcement Heroes series. A romantic suspense series with nail biting suspense and a splash of romance. If you like engaging characters, small-town antics, and page turning suspense, then you’ll love Kimberly Rose Johnson’s Law Enforcement Heroes series. Buy Edge Of Truth to join the adventure of this page-turning romantic suspense today.

    She was betrayed and set up by the only family she had. When the world turned their back on her she became Shiesty. Emerald is coming home sooner than everyone thinks and the only thing on her mind is payback. Emerald killed the good girl she had in her and quickly became cold hearted and ruthless. Her new personality Shiesty wasn't letting anyone run over her or hurt her again. But when tragedy strikes and a promise to her grandmother sets Shiesty plans back. Emerald tries to forgive and forget her past and move on with her life. But sometimes forgiving isn't always that easy. With Emerald battling her alter ego Shiesty, she takes everyone on a emotional roller coaster that they will never forget. Who will win the fight between doing what's right or getting even?

    

    Every good girls wants a bad guy, but is that true with long time college friends? In falling for a drug dealers, would these women stay with their clean record type of guys or will they get get trapped in the world of a drug dealers girl's life? Filled with sex, drugs, abuse, and the world of loving the bad guy, a drug dealer, this book will keep you wondering what is going to happen next! Take this journey with Kim, Danni, India, London, Lorren, Lisa, and Tracey in Falling for a Drug Dealer!

    With events that unease, shock, and violate the sentiments and emotions of the townsfolk, one man - Keshav, the young & dynamic son of the local Zamindar, cautiously gathers a group of men from different walks of life and with different motives, and carefully and strategically plans the unthinkable, a revolution-a revolution to overthrow the Britishers not just by force or might, but also through wit & intellect!What happens when a group of men take on the might of the powerful British empire and embark on a journey full of action, adventure, planning, plotting, bloodshed, conspiracy & patriotism, to encounter four mysterious strangers, while in search of a long forgotten book written in the times of Emperor Ashoka, which holds the answer to several secrets, who turn & alter the course of the future events, even as the English are besieged with numerous problems ranging from the outbreak of the Second World War in 1939, to Gandhi's ways & means of achieving Independence. Read on THE BHAIRAVA PUTRAS to know more about the classic and legendary tale of a band of men who defied the norms to fight guns, bullets, injustice, deception, and intrigue at every corner of their adventurous and thrilling escapades, to uproot the centre hold of dominance & authority, through mountainous terrains, dense & thick jungles, secret hide outs, and rivers in spate; which unfortunately got lost, somewhere in the annals of History !

    He was a trainee at Le Méridien, New Delhi, before finding his niche in writing. He is also a self-proclaimed grief-counselor and motivator, who loves to help people, counseled dozens of people out of suicide, as well as people going through depression, anxiety & heartbreak. Apart from this, he loves to cook, read and travel. You can reach out to him through: Instagram–@Vedant_thereal Twitter–@Vedant_thereal.Annie Pruthi is an old soul which nestles in a body of 17-year girl. She's from Delhi and alumni of St. Anthony's School, currently pursuing her Bachelors from Gargi College, Delhi University. She likes to read and listen to music. Instagram: @poetryandpoetess

    She was a Chennaiite and was working as a Chartered Accountant. Her life was like a bed of roses until the day when her marriage was arranged with a complete stranger. But who is the man? Does he even deserve Shakthi? Leading their lives separately for years together, what will happen when they are put to live under one roof? Will they try and make their marriage work? What is it that doesn't allow them? In the process of making her husband believe in love, will she lose her faith in love? To know more, read I'm All Yours

    Nobody can swear and say that they are not found in suchandsuch place. They are certain to be found haunting the ruins of old wadas, wells, and cemeteries. The Hadal lives in wells, and she moves about in the guise of a beautiful woman. The munja is sure to be found on a peepul tree. And of course the pimparni, banyan, and neem trees attract large groups of ghosts, just like monkeys. They are quiescent during daytime, and their day begins after dark. Then one can encounter them anywhere and in any guise. It is said that their feet face backwards; but this is not always true. On nomoon nights they definitely prowl about. To be seen by them, or even talking about them on such occasions is most dangerous!

    Sipser's candid, crystal-clear style allows students at every level to understand and enjoy this field. His innovative "proof idea" sections explain profound concepts in plain English. The new edition incorporates many improvements students and professors have suggested over the years, and offers updated, classroom-tested problem sets at the end of each chapter.

    Emphasis is placed on understanding the crisp mathematical idea behind each algorithm, in a manner that is intuitive and rigorous without being unduly formal. Features include: The use of boxes to strengthen the narrative: pieces that provide historical context, descriptions of how the algorithms are used in practice, and excursions for the mathematically sophisticated.Carefully chosen advanced topics that can be skipped in a standard one-semester course, but can be covered in an advanced algorithms course or in a more leisurely two-semester sequence.An accessible treatment of linear programming introduces students to one of the greatest achievements in algorithms. An optional chapter on the quantum algorithm for factoring provides a unique peephole into this exciting topic. In addition to the text, DasGupta also offers a Solutions Manual, which is available on the Online Learning Center.Algorithms is an outstanding undergraduate text, equally informed by the historical roots and contemporary applications of its subject. Like a captivating novel, it is a joy to read. Tim Roughgarden Stanford University

    The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. *NEW-Nontechnical learning material-Accompanies each part of the book. *NEW-The Internet as a sample application for intelligent systems-Added in several places including logical agents, planning, and natural language. *NEW-Increased coverage of material - Includes expanded coverage of: default reasoning and truth maintenance systems, including multi-agent/distributed AI and game theory; probabilistic approaches to learning including EM; more detailed descriptions of probabilistic inference algorithms. *NEW-Updated and expanded exercises-75% of the exercises are revised, with 100 new exercises. *NEW-On-line Java software. *Makes it easy for students to do projects on the web using intelligent agents. *A unified, agent-based approach to AI-Organizes the material around the task of building intelligent agents. *Comprehensive, up-to-date coverage-Includes a unified view of the field organized around the rational decision making pa

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.