Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Machine Learning For Physicists: A hands-on approach

Machine Learning For Physicists: A hands-on approach

Raeisi, Sadegh
Raeisi, Sedighe

Hardcover

Series: Iop eBooks

General Computers

ISBN10: 0750349557
ISBN13: 9780750349550
Publisher: Institute of Physics Publishing
Published: Nov 21 2023
Pages: 233
Weight: 1.38
Height: 0.56 Width: 7.00 Depth: 10.00
Language: English

This book presents ML concepts with a hands-on approach for physicists. The goal is to both educate and enable a larger part of the community with these skills. This will lead to wider applications of modern ML techniques in physics. Accessible to physical science students, the book assumes a familiarity with statistical physics but little in the way of specialised computer science background. All chapters start with a simple introduction to the basics and the foundations, followed by some examples and then proceeds to provide concrete examples with associated codes from a GitHub repository. Many of the code examples provided can be used as is or with suitable modification by the students for their own applications.

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