├── src ├── num.exe ├── num_predict.bin └── data │ ├── 0 │ ├── 43.txt │ ├── 26.txt │ ├── 6.txt │ ├── 41.txt │ └── 20.txt │ ├── 1 │ ├── 79.txt │ ├── 70.txt │ ├── 30.txt │ ├── 34.txt │ ├── 44.txt │ ├── 69.txt │ ├── 98.txt │ ├── 77.txt │ ├── 49.txt │ ├── 53.txt │ ├── 76.txt │ ├── 24.txt │ ├── 8.txt │ ├── 65.txt │ ├── 42.txt │ ├── 92.txt │ ├── 93.txt │ ├── 75.txt │ ├── 29.txt │ ├── 4.txt │ ├── 87.txt │ ├── 51.txt │ ├── 28.txt │ ├── 31.txt │ ├── 60.txt │ ├── 90.txt │ ├── 96.txt │ ├── 48.txt │ ├── 3.txt │ ├── 55.txt │ ├── 67.txt │ ├── 16.txt │ ├── 50.txt │ ├── 68.txt │ ├── 94.txt │ ├── 84.txt │ ├── 15.txt │ ├── 45.txt │ ├── 1.txt │ ├── 27.txt │ ├── 64.txt │ ├── 9.txt │ ├── 12.txt │ ├── 59.txt │ └── 72.txt │ ├── 2 │ ├── 90.txt │ ├── 81.txt │ ├── 48.txt │ ├── 17.txt │ └── 30.txt │ ├── 3 │ ├── 3.txt │ ├── 7.txt │ ├── 38.txt │ └── 93.txt │ ├── 4 │ ├── 82.txt │ ├── 86.txt │ ├── 33.txt │ └── 25.txt │ ├── 5 │ ├── 97.txt │ ├── 93.txt │ ├── 95.txt │ ├── 92.txt │ ├── 48.txt │ └── 79.txt │ ├── 6 │ ├── 47.txt │ ├── 46.txt │ ├── 83.txt │ └── 34.txt │ ├── 7 │ ├── 98.txt │ └── 83.txt │ ├── 8 │ ├── 50.txt │ └── 40.txt │ └── 9 │ ├── 11.txt │ ├── 26.txt │ ├── 63.txt │ ├── 69.txt │ └── 18.txt ├── Book1 ├── images │ ├── 1693394603517.png │ ├── 1693457556412.png │ ├── 1693472595158.png │ ├── 1693474767897.jpg │ ├── 1693475859793.jpg │ ├── 1693484723456.png │ ├── 1693559043608.png │ ├── 1693572500892.png │ ├── 1693635604732.png │ ├── 1693654283495.png │ ├── 1694611799051.jpg │ ├── 1694702023153.png │ ├── 1694702138730.png │ ├── 1694773843206.jpg │ ├── 1694773983783.png │ ├── 1694844636677.png │ ├── 1694845138835.png │ ├── 1694845300706.png │ ├── 1694849005422.png │ ├── 1694849753859.png │ ├── 1694949627142.jpg │ ├── 1696401537819.png │ ├── 1696402047670.jpg │ ├── 1696408303584.png │ ├── 1696411150874.png │ ├── 1696426188115.png │ ├── 1696426536077.png │ ├── 1696473928655.png │ ├── 1696474777106.png │ ├── 1696484033134.png │ ├── 1696485527349.png │ ├── 1696485570735.png │ ├── 1696486453856.png 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-------------------------------------------------------------------------------- /Book1/images/1700832289422.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VeritNet/AI-Learning/HEAD/Book1/images/1700832289422.png -------------------------------------------------------------------------------- /Book1/images/1702108849083.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VeritNet/AI-Learning/HEAD/Book1/images/1702108849083.png -------------------------------------------------------------------------------- /Book1/images/1702110371360.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VeritNet/AI-Learning/HEAD/Book1/images/1702110371360.png -------------------------------------------------------------------------------- /Book1/images/1702110642472.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VeritNet/AI-Learning/HEAD/Book1/images/1702110642472.png -------------------------------------------------------------------------------- /Book1/images/1702540024861.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VeritNet/AI-Learning/HEAD/Book1/images/1702540024861.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # AI-Learning 2 | 3 | This book is a free Neural Networks/Deep Learning instructional eBook, in the first book, you will learn neural networks initially and understand its nature and design principles very deeply, improve it accordingly, and finally put it into simple practice. This book supports bilingual JS/C++ practice, equipped with tons of interactive Geogebra math animation demos to help you learn neural networks in depth. Discussions/comments are welcome! 4 | 5 | 本书是免费神经网络/深度学习教学电子书，在第一册中，你将初步学习神经网络，并且非常深刻地理解了它的本质和设计原理，并据此对其进行改进，最终投入简单的实践。 6 | 本书支持JS/C++双语实践，配备海量可互动Geogebra数学动画演示，帮助你深入浅出学习神经网络。 7 | 欢迎进行讨论/提出意见修改 -------------------------------------------------------------------------------- /Book1/README.md: -------------------------------------------------------------------------------- 1 | # Start Learning 2 | 3 | [Book 1](./en_BINKLINGS%20AI%20learning%201.md) 4 | 5 | You can choose to download this repository or [read better online on Note](https://www.veritnet.com/article?type=Learn&page=Book1_en). 6 | 7 | In Book 1, you will initially learn about neural networks and gain a profound understanding of their essence and design principles. Based on this, you will explore improvements and eventually apply them in simple practical scenarios. 8 | 9 | This book is an open-source free book hosted on GitHub. If you have any questions while reading, feel free to contact the author via email, X, YouTube, or discuss in this repository or other related venues. You are welcome to cite this book for academic or other purposes using the open-source URL of the book. For partial reproduction (non-commercial purposes and adhering to CC BY-NC-SA 4.0), no separate permission from the author is required. We hope the content of this book proves helpful to you. 10 | 11 | 12 | Official Website: BINKLINGS.com or VeritNet.com 13 | Bilibili Space: https://b23.tv/39Ke15n 14 | YouTube Channel: https://www.youtube.com/@BINKLINGS 15 | 16 | 17 | # 开始学习 18 | 19 | [第一册](./zh_BINKLINGS%20AI%20learning%201.md) 20 | 你可以选择下载本仓库，或[在Note上更好地在线阅读](https://www.veritnet.com/article?type=Learn&page=Book1_zh) 21 | 22 | 在第一册书中，你将初步学习神经网络，并且非常深刻地理解了它的本质和设计原理，并据此对其进行改进，最终投入简单的实践。 23 | 24 | 本书是开源在Github的免费书籍，如果您在阅读中有任何方面疑问，欢迎通过 电子邮件、X、Youtube、QQ（中国大陆）联系本书作者，或在本仓库或其它相关位置进行讨论。 您可以通过本书的开源网址进行学术或其它目的的引用，如需转载部分内容（出于非商业用途并遵循CC BY-NC-SA 4.0），无需向作者单独申请，希望本书内容对您有所帮助。 25 | 26 | 27 | 官网：BINKLINGS.com 或 VeritNet.com 28 | Bilibili空间：https://b23.tv/39Ke15n 29 | Youtube频道：https://www.youtube.com/@BINKLINGS 30 | 欢迎加入QQ群讨论 653703128 31 | 32 | 33 |
Thanks to all authors who freely share knowledge in the field of machine learning on the internet or through other means.
34 |
感谢所有在网络或其它途径上在机器学习领域免费共享知识的作者。
35 | -------------------------------------------------------------------------------- /src/data/1/79.txt: -------------------------------------------------------------------------------- 1 | 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