ArcGIS的Python脚本编程

说明：  利用python的深度学习优化算法，比如优化算法：Adam,RmsProp等(DeepLearning optimize algorithm by python such as optimize algorithm Adam,rmsprop and so on)

大学校园具有教学信息繁杂、学生信息量大、校园建筑本身的信息和学生对建筑的利用信息并存等特点。利用GIS强大的数据管理、空间分析和可视化表达功能，实现对校园信息的管理及学校地理信息的发布。校园地理信息系统可对校园地理实体进行GIS管理，还可将人文属性和学生对地理实体的使用关联，以便进行对校园信息、教学信息、学生信息等信息的交互查询；并且可以利用GIS软件的强大二次开发功能以及媒体的形式对所查询信息进行描述，还可以提供全方位的数据分析与决策，从而实现了校园信息的数字化。(University campus has the teaching information and complex, large amount of information, the information of campus building itself and the student to the use of building information coexist, etc.By the powerful data management, spatial analysis of GIS and visualization expression function, implementation of the campus information management and school geographical information release.Campus geographic information system for campus GIS geographic entity management, but also the cultural attributes associated with students on the use of the geographical entity, for the campus information interaction, teaching information, the information such as student information query And can make use of the powerful secondary development function of GIS software and the media in the form of the query information, you can also provide a full range of data analysis and decision-making, so as to realize the digital campus information.)

用arcengine9.2+c#实现了克里金插值，适合初学者使用，代码有较详细的注释(Arcengine9.2+ c# using Kriging interpolation implemented, suitable for beginners to use, the code has a more detailed comment)

以图像处理和knn算法为基础，利用knn算法，在python开发环境中设计了一个手写数字识别系统，该系统采用28*28的模板对图新分成784块提取手写数字的784个特征，在二值图像数据基础上，通过朴素贝叶斯分类器算法，对0~9这十类手写数字进行学习和分类。(Based on image processing and KNN algorithm, a handwritten digit recognition system is designed in Python development environment by using KNN algorithm. The system uses 28*28 template to divide the graph into 784 blocks to extract 784 features of handwritten digits. On the basis of binary image data, it learns and classifies the ten types of handwritten digits, 0-9, through Naive Bayesian classifier algorithm.)

该程序是我在学习MO设计初期时开发的，其中有许多不足之处，本人期望与广大GIS人一起研究与探讨GIS二次开发技术。 我的QQ：37163473 ArcSDE模块需要有ArcSDE for Oracle9i与Oracle9i支持，由于本人忙着课程设计，功能还没有全部完成。 期待大家支持。(The program is my MO in the learning design of the early development, which has a lot of inadequacies, I look forward to working with the broad masses of GIS Research and explore together the secondary development of GIS technology. My QQ: 37163473ArcSDE modules need to have ArcSDE for Oracle9i and Oracle9i support, I am busy with curriculum design, function has not yet fully completed. Look forward to support everyone.)

说明：  PYTHON易错题；二级PYTHON易错题；PYTHON易错题；PYTHON易错题(PYTHON is prone to errors, PYTHON is prone to errors , PYTHON is prone to errors,PYTHON is prone to errors.)

《Python学习手册(第3版)》是作者根据过去10年用于教学而广为人知的培训课程的材料编写而成的。除了有许多详实说明和每章小结之外，每章还包括一个头脑风暴：这是《Python学习手册(第3版)》独特的一部分，配合以实用的练习题和复习题，让读者练习新学的技巧并测试自己的理解程度。(The Python Learning Manual (3rd Edition) was compiled by the author on the basis of well-known training materials for teaching in the past 10 years. In addition to many detailed explanations and summaries of each chapter, each chapter also includes a brainstorming: this is a unique part of Python Learning Manual (3rd edition), with practical exercises and review questions, allowing readers to practice new learning skills and test their understanding.)

ArcGIS Engine二次开发——基础篇 (ArcGIS Engine secondary development- The Basics)

GIS 后方交会程序，网上数据验证通过，C#开发(GIS resection program, debug program by data from net,C# language,.NET develop enviroment)

说明：  对有雨图片进行单幅图像去雨，采用传统的卷积神经网络，并对其进行改进(Remove the rain from the image with rain)