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This is the first developer-focused book on bandit algorithms, which were previously described only in research papers. You’ll quickly learn the benefits of several simple algorithms—including the epsilon-Greedy, Softmax, and Upper Confidence Bound (UCB) algorithms—by working through code examples written in Python, which you can easily adapt for deployment on your own website.
* Learn the basics of A/B testing—and recognize when it’s better to use bandit algorithms
* Develop a unit testing framework for debugging bandit algorithms
* Get additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials
This is the first developer-focused book on bandit algorithms, which were previously described only in research papers. You’ll quickly learn the benefits of several simple algorithms—including the epsilon-Greedy, Softmax, and Upper Confidence Bound (UCB) algorithms—by working through code examples written in Python, which you can easily adapt for deployment on your own website.
* Learn the basics of A/B testing—and recognize when it’s better to use bandit algorithms
* Develop a unit testing framework for debugging bandit algorithms
* Get additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials
John Myles White is a PhD candidate in Psychology at Princeton. He studies pattern recognition, decision-making, and economic behavior using behavioral methods and fMRI. He is particularly interested in anomalies of value assessment.
| Erscheinungsjahr: | 2013 |
|---|---|
| Fachbereich: | Datenkommunikation, Netze & Mailboxen |
| Genre: | Importe, Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: | 80 S. |
| ISBN-13: | 9781449341336 |
| ISBN-10: | 1449341330 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | White, John Myles |
| Hersteller: |
O'Reilly Media
O'Reilly Media, Inc. |
| Verantwortliche Person für die EU: | dpunkt.verlag GmbH, Vanessa Niethammer, Wieblinger Weg 17, D-69123 Heidelberg, hallo@dpunkt.de |
| Maße: | 234 x 179 x 10 mm |
| Von/Mit: | John Myles White |
| Erscheinungsdatum: | 29.01.2013 |
| Gewicht: | 0,162 kg |
John Myles White is a PhD candidate in Psychology at Princeton. He studies pattern recognition, decision-making, and economic behavior using behavioral methods and fMRI. He is particularly interested in anomalies of value assessment.
| Erscheinungsjahr: | 2013 |
|---|---|
| Fachbereich: | Datenkommunikation, Netze & Mailboxen |
| Genre: | Importe, Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: | 80 S. |
| ISBN-13: | 9781449341336 |
| ISBN-10: | 1449341330 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | White, John Myles |
| Hersteller: |
O'Reilly Media
O'Reilly Media, Inc. |
| Verantwortliche Person für die EU: | dpunkt.verlag GmbH, Vanessa Niethammer, Wieblinger Weg 17, D-69123 Heidelberg, hallo@dpunkt.de |
| Maße: | 234 x 179 x 10 mm |
| Von/Mit: | John Myles White |
| Erscheinungsdatum: | 29.01.2013 |
| Gewicht: | 0,162 kg |
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