《自动语音识别：一种深度学习方法》，此书为语音识别领域最新著作，具有极高的参考价值。

Pattern Recognition and Machine Learning(完整答案)，课后答案，模式识别与机器学习

face_recognition（人脸识别），face_recognition（人脸识别），供大家参考。

Pattern Recognition and Machine Learning. Bishop. 英文版 完整版pdf

机器学习经典书籍，PRML，Pattern Recognition And Machine Learning，和课后习题答案

李子青的人脸识别手册 包含人脸检测、人脸跟踪、人脸识别方面的内容。

Face Recognition 是一个基于 Python 的人脸识别库，它还提供了一个命令行工具，让你通过命令行对任意文件夹中的图像进行人脸识别操作。 该库使用 dlib 顶尖的深度学习人脸识别技术构建，在户外脸部检测数据库基准(Labeled Faces in the Wild benchmark)上的准确率高达 99.38%。

For those entering the field of artificial neural networks, there has been an acute need for an authoritative textbook that explains the main ideas clearly and consistently using the basic tools of linear algebra, calculus, and simple probability theory. There have been many attempts to provide such a text, but until now, none has succeeded. Some authors have failed to separate the basic ideas and principles from the soft and fuzzy intuitions that led to some of the models as well as to most of the exaggerated claims. Others have been unwilling to use the basic mathematical tools that are essential for a rigorous understanding of the material. Yet others have tried to cover too many different kinds of neural network without going into enough depth on any one of them. The most successful attempt to date has been "Introduction to the Theory of Neural Computation" by Hertz, Krogh and Palmer. Unfortunately, this book started life as a graduate course in statistical physics and it shows. So despite its many admirable qualities it is not ideal as a general textbook.

书籍，介绍wfst在语音识别中的应用教程。讲得十分详细，值得一读。

A tutorial on support vector machines for pattern recognition 的原文和对应的中文翻译 是SVM最为经典的资料之一