概率和统计的书，全英文，希望对有兴趣的人有用 不过是全英文的。

不错的C++编程电子书

mathematics for engineering

机械工程控制基础期末试题及标准答案，适合高等院校学生及相关工程技术人员下载使用。

Applied Mathematical Sciences. Introduction to Hamiltonian Dynamical Systems and the N-Body Problem 应用数学 英文图书

Multilayer neural networks trained with the back-propagation algorithm constitute the best example of a successful gradientbased learning technique. Given an appropriate network architecture, gradient-based learning algorithms can be used to synthesize a complex decision surface that can classify high-dimensional patterns, such as handwritten characters, with minimal preprocessing. This paper reviews various methods applied to handwritten character recognition and compares them on a standard handwritten digit recognition task. Convolutional neural networks, which are specifically designed to deal with the variability of two dimensional (2-D) shapes, are shown to outperform all other techniques. Real-life document recognition systems are composed of multiple modules including field extraction, segmentation, recognition, and language modeling. A new learning paradigm, called graph transformer networks (GTN’s), allows such multimodule systems to be trained globally using gradient-based methods so as to minimize an overall performance measure. Two systems for online handwriting recognition are described. Experiments demonstrate the advantage of global training, and the flexibility of graph transformer networks. A graph transformer network for reading a bank check is also described. It uses convolutional neural network character recognizers combined with global training techniques to provide record accuracy on business and personal checks. It is deployed commercially and reads several million checks per day.

《Backpropagation applied to Handwritten zip code recognition》，Yan LeCun于1989年所作

书名《Applied Missing Data Analysis》应用缺失数据分析，英文版，带目录书签，高清版。

英文原版，Michael H. Kutner, Christopher J. Nachtsheim, John Neter, William Li. 1500页，有课后习题答案，Student Solutions Manual to accompany Applied Linear Statistical Models Fifth Edition。楼主在国外读研究生时候的教材，非常深入地讲解线性模型和相关的误差诊断，方差分析，实验设计，等等。值得一读。找了了好长时间，仅限交流学习！

Modern C++ Design Generic Programming and Design Patterns Applied CH(PDF)+EN(CHM)+SOURCE