Lulu Chen is an award-winning illustrator, animator, and visual development artist who loves the nature and cute chubby animals. She has studied children's book illustration in San Francisco and London. She currently lives in Toronto studying animation. She is passionate about creating concept art for animation, video games and children's book illustrations. You can peek into more of Lulu's work here: luluchenillustration.com/instagram.com/salululuart
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
In Out of Africa, author Isak Dinesen takes a wistful and nostalgic look back on her years living in Africa on a Kenyan coffee plantation. Recalling the lives of friends and neighbours—both African and European—Dinesen provides a first-hand perspective of colonial Africa. Through her obvious love of both the landscape and her time in Africa, Dinesen’s meditative writing style deeply reflects the themes of loss as her plantation fails and she returns to Europe. HarperTorch brings great works of non-fiction and the dramatic arts to life in digital format, upholding the highest standards in ebook production and celebrating reading in all its forms. Look for more titles in the HarperTorch collection to build your digital library.
Holistic nutritionist and highly-regarded blogger Sarah Britton presents a refreshing, straight-forward approach to balancing mind, body, and spirit through a diet made up of whole foods. Sarah Britton's approach to plant-based cuisine is about satisfaction--foods that satiate on a physical, emotional, and spiritual level. Based on her knowledge of nutrition and her love of cooking, Sarah Britton crafts recipes made from organic vegetables, fruits, whole grains, beans, lentils, nuts, and seeds. She explains how a diet based on whole foods allows the body to regulate itself, eliminating the need to count calories. My New Roots draws on the enormous appeal of Sarah Britton's blog, which strikes the perfect balance between healthy and delicious food. She is a "whole food lover," a cook who makes simple accessible plant-based meals that are a pleasure to eat and a joy to make. This book takes its cues from the rhythms of the earth, showcasing 100 seasonal recipes. Sarah simmers thinly sliced celery root until it mimics pasta for Butternut Squash Lasagna, and whips up easy raw chocolate to make homemade chocolate-nut butter candy cups. Her recipes are not about sacrifice, deprivation, or labels--they are about enjoying delicious food that's also good for you.
King among the mice and eater of all the cheese. Regulus, the lord of all squeaking feuds within the wall, is betrayed by those closest to him for the ego he holds so high. Struggles between the just and wicked come to pass in this paramount tale of the darkest and brightest sights in our lives.
Foxy Loxy is a little fox that wakes up with a big appetite. He wants to have a picnic and invite all of his friends. He goes through the forest to find food and friends and he asks for some help in gathering the food, but will anyone help him?
His insensitivity having driven him into a desperate situation, Colin flies off to Thailand. He winds up in an ethnic minority village, where he is told that he has some kind of a 'mission.' The catch is, nobody can tell him what it is - he has to find out for himself. His search leads him into a deeply spiritual world where he is urged to draw lessons from his past lives.
