python数据分析和挖掘

说明：  本书由Keras之父、现任Google人工智能研究员的弗朗索瓦·肖菜（Francois Chollet）执笔，详尽介绍了用Python和Keras进行深度学习的探索实践，涉及计算机视觉、自然语言处理、生成式模型等应用。 书中包含30多个代码示例，步骤讲解详细透彻。由于本书立足于人工智能的可达性和大众化，读者无须具备机器学习相关背景知识即可展开阅读。在学习完本书后，读者将具备搭建自己的深度学习环境、建立图像识别模型、生成图像和文字等能力。 本拐适合从事大数据及机器学习领域工作，并对深度学习感兴趣的各类读者。(This book is written by Francois Chollet, the father of keras and currently a researcher of Google artificial intelligence. It introduces in detail the exploration and practice of deep learning with Python and keras, involving computer vision, natural language processing, generative model and other applications. The book contains more than 30 code examples, the steps to explain in detail. Because this book is based on the accessibility and popularity of artificial intelligence, readers can read without the background knowledge of machine learning. After learning this book, readers will have the ability to build their own deep learning environment, establish image recognition model, and generate images and characters. It is suitable for all kinds of readers who are engaged in big data and machine learning and are interested in deep learning.)

说明：  通过python和opencv的运用，对指针式仪表的刻度识别(Calibration Recognition of Pointer Instrument)

基于图书的简单管理，能够帮助我们方便的管理自己的图书，实现高效率。

Facebook messenger bot in python

python机器学习算法，相关算法的python实现。(Python machine learning algorithm)

TSVM源码压缩包，用于数据分类处理，数据分析必备，科研神器，多目标半监督学习，特征提取，支持向量机源码

这个文件中写了对于一个德国医药品牌在中国销售额基于时间的预测，运用了机器学习算法。(This document describes a time-based forecast of sales of a German pharmaceutical brand in China, using machine learning algorithms.)

机器学习的算法，主要使用python语言，Numpy库，进行算法分析。(Algorithm for machine learning)

python标准库，用于学习python的小伙伴(Python standard library)

参考资料为清华大学出版社的数值分析，作者为李庆杨、王能超、易大义。 运行后可以输入任意点，程序会根据这些点实现插值函数的构造以及绘图。同时提供了一些预设点和龙格函数的点集构造方法。实现的插值方法有：牛顿插值、拉格朗日插值、三次样条插值。 在运行前必须安装numpy库和matplotlib库。