Free programming books

InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation Publication date: 3 Apr 2024 Topic: Image Generation Paper: https://arxiv.org/pdf/2404.02733v2.pdf GitHub: https://github.com/instantstyle/instantstyle Description: In this paper, we commence by examining several compelling yet frequently overlooked observations. We then proceed to introduce InstantStyle, a framework designed to address these issues through the implementation of two key strategies: 1) A straightforward mechanism that decouples style and content from reference images within the feature space, predicated on the assumption that features within the same space can be either added to or subtracted from one another. 2) The injection of reference image features exclusively into style-specific blocks, thereby preventing style leaks and eschewing the need for cumbersome weight tuning, which often characterizes more parameter-heavy designs.

Data Spaces by Edward Curry • Simon Scerri • Tuomo Tuikka 📄 367 pages #Data #Spaces ➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @programming_books_bds for more

An Introduction to Information Theory and Applications Authors: F Bavaud, J C Chappelier and J Kohlas 📄 293 pages #Information ➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @programming_books_bds for more

Statistics and Machine Learning in Python Authors: Edouard Duchesnay, Tommy Löfstedt, Feki Younes 📄 388 pages #python ➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @programming_books_bds for more

Python: Data Science Top Interview questions

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