Not only is high school junior Magenta Thorson Rain still struggling with the loss of her Mom to cancer, but she must also deal with issues that many other teens must face—high school crushes, awkwardness, and an overprotective parent. Then there’s Lion, who has his own secrets about Magenta. He knows moe about her than he could ever reveal. Lion also sees that Magenta is unwittingly making things happen around her but must keep it secret as some of his kind may see her as a threat. Then, on Halloween night Magenta suffers a massive hemorrhage in her brain. After waking up in the hospital, she begins seeing terrifying visions—the hunted women all with flaming red hair just like hers; her mother, who has been dead for years—and the Shadow Man, always in the background, always elusive, but always there. And if that isn’t enough, everything will change again. And when it does, it changes big.

'Magenta' refers to a tribe of primitives who decorate themselves with a broad magenta stripe from ear to ear across their faces. They live in the rain-forest and are engaged in a never ending if intermittent war with a second tribe at a similar level of social development. Large reptilian omnivores abound. Elsewhere and at a distant remove there lives a technically sophisticated but largely naive society. These are a population at the other end of the evolutionary scale whose ability to procreate due to isolation and many thousands of years of existence is on the wane. The tectonic plate upon which they live is inching towards ever colder climes (whilst separating from Pangaea, our original singular continent). Their race is not sustainable as things stand. Not only must they move to a warmer latitude to survive but also introduce new blood into their line. Given the necessity of interbreeding with primitives, amongst the more sophisticated population there is a commonly held fear that such a course of action might produce physically and mentally incompatible offspring. The higher culture’s government attempts to accelerate the mental development of the primitives by artificial means. A profiteering scheme that goes catastrophically wrong.....

Harry Boyle’s genius IQ has failed him. The alpha geek stupidly followed relationship advice from Invertary’s resident evil mastermind—eighty-seven year old Betty. That’s how he ended up trapped in an abandoned mine waiting to be rescued by his high school crush. The same crush he still loves. The one he’s come back to town to claim. Magenta Fraser doesn’t want to be claimed—what is this? The Stone Age? The sarcastic Goth with a fondness for hitting first and asking questions later has been avoiding Harry. He’s her Kryptonite. Around him she loses her badass powers and becomes a pathetic giggling girl. As the local caving expert, she has no choice but to rescue the man. But that doesn’t mean she has to talk to him. Or touch him. Or do any of the other X-rated things that keep popping into her mind. All she has to do is resist him, rescue him and then run from him—before he uncovers her secret.

Me... a witch? No way! Or at least that's what I thought before I was knocked right off my feet by a bolt of magic. All at once my quiet life as a book editor for Peacock Publishing in Carlsbad, California was blown to smithereens and something called magic keeps bubbling right out of me. I smell like cinnamon and clover no matter what perfume I use. And believe me, I've tried everything. I'm currently sorting through all kinds of mystical mayhem and paranormal perils as I try to figure out what it all means to be a witch. I'm too scared to share any part of my newborn identity with my boyfriend Justin, since I'm pretty sure that sure that he's a non-magical and would think I've lost it. My new upside down world has me wondering if it's possible that my sisters might somehow be witches too? My usual go to person to consult on everything important in my life is my Aunt Cressida. Surprise, surprise! She turns out to be the Grand Puba of witches in the local coven! Invisible spirits have become regular visitors to my world, I'm moving objects without really trying and I can hear the thoughts of others, including my pet cat! Guess I better get used to it; I'm actually a witch! A reluctant witch living on the beaches of sunny California.

Design and use machine learning models for music generation using Magenta and make them interact with existing music creation tools Key FeaturesLearn how machine learning, deep learning, and reinforcement learning are used in music generationGenerate new content by manipulating the source data using Magenta utilities, and train machine learning models with itExplore various Magenta projects such as Magenta Studio, MusicVAE, and NSynthBook Description The importance of machine learning (ML) in art is growing at a rapid pace due to recent advancements in the field, and Magenta is at the forefront of this innovation. With this book, you’ll follow a hands-on approach to using ML models for music generation, learning how to integrate them into an existing music production workflow. Complete with practical examples and explanations of the theoretical background required to understand the underlying technologies, this book is the perfect starting point to begin exploring music generation. The book will help you learn how to use the models in Magenta for generating percussion sequences, monophonic and polyphonic melodies in MIDI, and instrument sounds in raw audio. Through practical examples and in-depth explanations, you’ll understand ML models such as RNNs, VAEs, and GANs. Using this knowledge, you’ll create and train your own models for advanced music generation use cases, along with preparing new datasets. Finally, you’ll get to grips with integrating Magenta with other technologies, such as digital audio workstations (DAWs), and using Magenta.js to distribute music generation apps in the browser. By the end of this book, you'll be well-versed with Magenta and have developed the skills you need to use ML models for music generation in your own style. What you will learnUse RNN models in Magenta to generate MIDI percussion, and monophonic and polyphonic sequencesUse WaveNet and GAN models to generate instrument notes in the form of raw audioEmploy Variational Autoencoder models like MusicVAE and GrooVAE to sample, interpolate, and humanize existing sequencesPrepare and create your dataset on specific styles and instrumentsTrain your network on your personal datasets and fix problems when training networksApply MIDI to synchronize Magenta with existing music production tools like DAWsWho this book is for This book is for technically inclined artists and musically inclined computer scientists. Readers who want to get hands-on with building generative music applications that use deep learning will also find this book useful. Although prior musical or technical competence is not required, basic knowledge of the Python programming language is assumed.