At the onset of the Civil War, eighteen-year-old Bledsoe, son of a slave and his white master, runs away from the plantation where he was born. Desperately lost in the Great Dismal Swamp of North Carolina, he finds himself witness to a young Irishwoman in the act of what appears to be cold-blooded murder. Through no choice of his own, Bledsoe suddenly finds himself on the run with this strange, nearly feral child of the Dismal swamp. As the country is torn in two, Bledsoe and Alice find th...

This issue is the hot summer wind that dries your tears. We wait in the shade of the red rock, hoping there is still water in the soil. We fear to dig, but we must, because there are sprouts to be rescued. This issue contains stories about the bonds of family (for both good and ill), stories about the changes that come over us as the seasons shift, and stories about how we decide to linger.Here are stories from Sarina Dorie, Elad Haber, Frances Lu-Pai Ippolito, H. L. Fullerton, War...

This is an updated version of what is still the only text to address basic questions about how to model uncertainty in mathematical programming, including how to reformulate a deterministic model so that it can be analyzed in a stochastic setting. This second edition has important extensions regarding how to represent random phenomena in the models (also called scenario generation) as well as a new chapter on multi-stage models.This text would be suitable as a stand-alone ...

In the remote mountains of West Virginia, a young woman named Ellen sets out to investigate the mysterious disappearance of her father. She soon discovers a hidden world of beekeepers, who possess a strange and ancient power over the insects. As Ellen delves deeper into their secrets, she uncovers a sinister plot that threatens not only the bees but the entire human race. With the help of a enigmatic beekeeper named John, Ellen must race against time to save both the bees and herself from ...

Learn how to build all of your favorite houses in this all-new guide for Minecraft. Houses included in this guide are a mushroom hut, a tree house, a floating house, a cobblestone and glass home, a rustic countryside house, a medieval style house, and a lighthouse!Conquer Minecraft with your very own tree house!

"Statistical Methods in Online A/B Testing" is a comprehensive guide to statistics in online controlled experiments, a.k.a. A/B tests, that tackles the difficult matter of statistical inference in a way accessible to readers with little to no prior experience with it. Each concept is built from the ground up, explained thoroughly, and illustrated with practical examples from website testing.The presentation is straight to the point and practically oriented so you can apply the take...

This is the seventh annual edition of the Long List Anthology. Every year, supporting members of WorldCon nominate their favorite stories first published during the selected year to determine the top five in each category for the final Hugo Award ballot. This is an anthology collecting more of the stories from that nomination list to reach more readers.The Long List Anthology volume 7 collects 24 science fiction, fantasy, and horror stories from that nomination list, totaling over ...

Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development proce...

Award-winning, New York Times bestselling author and guest editor Rebecca Roanhorse and series editor John Joseph Adams select twenty pieces that represent the best examples of the form published the previous year and explore the ever-expanding and changing world of SFF today.Today’s readers of science fiction and fantasy have an appetite for stories that address a wide variety of voices, perspectives, and styles. There is an openness to experiment and pus...

A Handbook of Analytics is a guide to statistics and analytics. Data analytics are used to predict future patterns of data using mathematical and statistical models. Therefore, it is imperative for the professionals working in the field of data analytics to not only be able to use multiple functionalities on various tools but to have in-depth knowledge of statistics, predictive analytics and classification and clustering techniques.This book explains in detail the various concepts o...

*A genre-defining—*and redefining—collection of the boldest, most rebellious, and most prescient speculative fiction, featuring stories from all over the globe.“The sky above the port was the color of television, tuned to a dead channel.”Almost forty years ago, William Gibson wrote the line that began *Neuromancer—*and a movement that would change the face of science fiction.Award-winning anthologist Jared Shurin brings together over a hund...

Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily ov...