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- 13-02-2023, 22:36
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- voska89
Explainable AI Recipes: Implement Solutions to Model Explainability and Interpretability with Python
English | 2023 | ISBN: 1484290283 | 289 Pages | PDF EPUB (True) | 24 MB
The book starts with model interpretation for supervised learning linear models, which includes feature importance, partial dependency analysis, and influential data point analysis for both classification and regression models. Next, it explains supervised learning using non-linear models and state-of-the-art frameworks such as SHAP values/scores and LIME for local interpretation. Explainability for time series models is covered using LIME and SHAP, as are natural language processing-related tasks such as text classification, and sentiment analysis with ELI5, and ALIBI. The book concludes with complex model classification and regression-like neural networks and deep learning models using the CAPTUM framework that shows feature attribution, neuron attribution, and activation attribution.
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- Книги
- 13-02-2023, 22:35
- 204
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- voska89
Experimental Coasts in Mixed Media by Mike Bernard, Mike Bernard, Susie Hodge, Susie Hodge
English | June 10th, 2021 | ISBN: 1849946612 | 128 pages | True EPUB | 125.86 MB
Acclaimed mixed-media artist Mike Bernard has been at the forefront of collage painting for decades and his work has a sought-after vitality. He brings his latest guidance, ideas and techniques on a subject about which he is passionate: coastal painting.
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- Книги
- 13-02-2023, 22:34
- 179
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- voska89
Ernest Kurtz, "Experiencing Spirituality: Finding Meaning Through Storytelling"
English | ISBN: 0399175121 | 2015 | 352 pages | EPUB | 1246 KB
A great master once said, "The shortest distance between a human being and truth is a story." In Experiencing Spirituality, Ernest Kurtz and Katherine Ketcham take readers on a journey through storytelling as a means of self-discovery. Recounting and interpreting great wisdom stories from all ages and all cultures, as well as telling many of their own, the authors shed light on such experiences as awe, wonder, humor, confusion, and forgiveness.
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- Книги
- 13-02-2023, 22:33
- 216
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- voska89
Mark Titmarsh, "Expanded Painting: Ontological Aesthetics and the Essence of Colour"
English | ISBN: 1350101990 | 2019 | 238 pages | PDF | 7 MB
The relevance of painting has been questioned many times over the last century, by the arrival of photography, installation art and digital technologies. But rather than accept the death of painting, Mark Titmarsh traces a paradoxical interface between this art form and its opposing forces to define a new practice known as 'expanded painting' giving the term historical context, theoretical structure and an important place in contemporary practice. As the formal boundaries tumble, the being of painting expands to become a kind of total art incorporating all other media including sculpture, video and performance.
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- Книги
- 13-02-2023, 22:32
- 173
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- voska89
Existential Group Counselling and Psychotherapy By Karen Weixel-Dixon
2020 | 186 Pages | ISBN: 0367025566 | PDF | 3 MB
Existential Group Counselling and Psychotherapy provides a theoretical and practical foundation for practice. It serves as a guide that provides a solid grounding in the 'why' and 'how' of therapeutic group-work from an existential perspective. The first section of the book, Modern Origins, offers a review of modern western sources: a survey of early developments, what formats have endured, and to what extent these antecedents have informed, but are distinct from, current paradigms. The second section, Being and Doing, provides a description of the existential phenomenological paradigm for group therapeutic groupwork, reviewing possible therapeutic effects, as well as risks and disappointments that may affect both members, and facilitators. Part three, Doing and Being, covers practice, procedure, and possible problems. Written in a practical, accessible style, and incorporating clinical vignettes and anecdotal material, the book will be relevant for counsellors and psychotherapists in training and practice, as well as for special interest organisations that sponsor groups.
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- Книги
- 13-02-2023, 22:31
- 196
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- voska89
Everything You Ever Wanted to Know About AGING: ... but were afraid to ask! By Marlene Jensen
2020 | 290 Pages | ISBN: 1735581518 | EPUB | 9 MB
"A straightforward and utterly engaging one-stop guide to growing older." - Kirkus Reviews. Aging in our society is like stepping into an alternate universe. It looks the same, but it's really not! Unexpected dangers that could ruin the rest of your life: * Medical professionals who think a three-question test is sufficient to label you mentally impaired * A broken guardianship program where a used-car dealer is made a judge - and he can declare you incompetent without even seeing you.* Medical research that has willfully ignored seniors - risking your health and even your life. Get the dirty little secrets - and how to protect yourself! - from a society that mostly prefers to warehouse and then forget its seniors. Then this "delightfully optimistic book" will open a world of great choices for you: * Retire - or don't * Get credit (and respect!) for your life experiences* Get all the love, sex, and fun(!) you want * Learn how to live the way YOU want - whether others approve or not. "Should be the guide of choice for one's older years, whether the reader is in their 50s, 60s, or beyond." -Midwest Book Review
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- Книги
- 13-02-2023, 22:30
- 212
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- voska89
Essential Math for AI
by Nelson, Hala;
English | 2023 | ISBN: 1098107632 | 605 pages | True/Retail PDF EPUB | 40.85 MB
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- Книги
- 13-02-2023, 22:29
- 195
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- voska89
Amy Herring, "Essential Astrology: Everything You Need to Know to Interpret Your Natal Chart"
English | ISBN: 0738735639 | 2016 | 408 pages | EPUB | 4 MB
Your natal chart is a tool to help you build the life you want. It's a map to consult when you are feeling lost or when you want to explore the deepest parts of your true self.
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- Книги
- 13-02-2023, 22:28
- 185
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- voska89
Epidemiology for Canadian Students: Principles, Methods, and Critical Appraisal by Scott Patten MD FRCPC
English | May 24, 2021 | ISBN: 1550598961 | 408 pages | EPUB | 4.45 Mb
An introduction to the principles and methods of epidemiology in a Canadian context
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- Книги
- 13-02-2023, 22:27
- 178
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- voska89
Warren Jefferson, "Enhance Your Health with Fermented Foods "
English | ISBN: 1570673233 | 2015 | 48 pages | EPUB | 931 KB
Yogurt, sauerkraut, dill pickles, cheese, and wine are popular fermented foods that are not only delicious but also provide important health benefits. Fermented foods are rich in probiotics, which stimulate the growth of friendly bacteria that help balance intestinal flora and promote digestive health
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