├── .gitignore ├── .idea ├── .gitignore ├── codeStyles │ └── codeStyleConfig.xml ├── dictionaries │ └── Coco.xml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── vcs.xml └── 考研数据分析.iml ├── LICENSE ├── ReadMe.md ├── V3_0 ├── Analyser │ ├── Cleaner │ │ ├── __init__.py │ │ ├── api.py │ │ ├── cleaner.py │ │ └── optimizer.py │ ├── Config │ │ ├── __init__.py │ │ ├── api.py │ │ └── courseLike.py │ ├── __init__.py │ ├── api.py │ ├── init.py │ └── rawData.py ├── Main │ ├── 01_getData.py │ └── __init__.py ├── Multi │ ├── Program │ │ ├── __init__.py │ │ ├── api.py │ │ └── program.py │ ├── Thread │ │ ├── __init__.py │ │ ├── api.py │ │ └── thread.py │ ├── __init__.py │ └── api.py ├── Selector │ ├── Config │ │ ├── api.py │ │ └── config.py │ ├── __init__.py │ ├── api.py │ ├── getDataDirectly │ │ └── getProList.py │ ├── regular.py │ ├── subjectsCode.py │ └── subjectsURLs.py ├── Setting │ ├── .gitignore │ └── api.py ├── Spider │ ├── Config │ │ ├── __init__.py │ │ ├── api.py │ │ └── config.py │ ├── __init__.py │ ├── api.py │ └── spider.py ├── Storer │ ├── Config │ │ ├── __init__.py │ │ ├── api.py │ │ └── dataBase.py │ ├── Del │ │ ├── api.py │ │ └── delete.py │ ├── Error │ │ ├── api.py │ │ └── error.py │ ├── GetData │ │ ├── __init__.py │ │ ├── api.py │ │ └── pkl.py │ ├── Make │ │ ├── __init__.py │ │ ├── api.py │ │ └── make.py │ ├── MySQL │ │ ├── Config │ │ │ ├── __init__.py │ │ │ ├── api.py │ │ │ └── config.py │ │ ├── __init__.py │ │ ├── api.py │ │ └── mysql.py │ ├── Redis │ │ ├── __init__.py │ │ ├── api.py │ │ └── redis.py │ ├── WriteData │ │ ├── __init__.py │ │ ├── api.py │ │ ├── pkl.py │ │ └── xlsx.py │ ├── __init__.py │ └── api.py └── __init__.py ├── analyser.py ├── designPattern.py ├── main-01-getData.py ├── main-02-analyzeData.py ├── main.py ├── multiple.py ├── selector.py ├── storer.py ├── 一键更新变动.bat ├── 初试成绩 └── ReadMe.md └── 清除所有历史版本以减少仓库大小.bat /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | Database 3 | bak 4 | SQL -------------------------------------------------------------------------------- /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /workspace.xml -------------------------------------------------------------------------------- /.idea/codeStyles/codeStyleConfig.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 5 | -------------------------------------------------------------------------------- /.idea/dictionaries/Coco.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | transdiscipline 5 | xlsx 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 6 | -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 6 | 7 | -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /.idea/考研数据分析.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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If the Program does not specify a version number of the 576 | GNU General Public License, you may choose any version ever published 577 | by the Free Software Foundation. 578 | 579 | If the Program specifies that a proxy can decide which future 580 | versions of the GNU General Public License can be used, that proxy's 581 | public statement of acceptance of a version permanently authorizes you 582 | to choose that version for the Program. 583 | 584 | Later license versions may give you additional or different 585 | permissions. However, no additional obligations are imposed on any 586 | author or copyright holder as a result of your choosing to follow a 587 | later version. 588 | 589 | 15. Disclaimer of Warranty. 590 | 591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 592 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. Limitation of Liability. 601 | 602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 610 | SUCH DAMAGES. 611 | 612 | 17. Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /ReadMe.md: -------------------------------------------------------------------------------- 1 | * 设计请参考：https://coco56.blog.csdn.net/article/details/104125435 2 | * 钉钉交流群： 3 | ![在这里插入图片描述](https://img-blog.csdnimg.cn/2020030508322534.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L0NPQ081Ng==,size_16,color_FFFFFF,t_70) 4 | 5 | * 拟招生人数为不含推免的招生人数 6 | 7 | * 由于考研招生数据分析个性化比较强，本人时间和精力也极其有限。本来这个系统是打算开发给全国所有考生用的，结果开发了三年，到最后也勉强够给自己用的。有机会和能力的可以基于本套系统进行二次开发和定制，默认授权GPL，有需要也可以联系我授权MIT。 8 | 9 | # 1. 主要用的技术 10 | 语言：Python3.8.1 11 | IDE：PyCharm 2019.3.2 (Professional Edition) 12 | 数据库：关系型数据库MySQL和Excel以及非关系型数据库Radis和自己早期基于操作系统的文件系统封装的一套存储系统 13 | 版本控制器：Git 14 | 15 | # 2. 拟招生数据分析结果 16 | 参考：[https://coco56.blog.csdn.net/article/details/104136954](https://coco56.blog.csdn.net/article/details/104136954) 17 | -------------------------------------------------------------------------------- /V3_0/Analyser/Cleaner/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Analyser/Cleaner/__init__.py -------------------------------------------------------------------------------- /V3_0/Analyser/Cleaner/api.py: -------------------------------------------------------------------------------- 1 | from .optimizer import optimizeProposedEnrollment, optimizeCourse, exclusionBusinessClassTwo -------------------------------------------------------------------------------- /V3_0/Analyser/Cleaner/cleaner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Analyser/Cleaner/cleaner.py -------------------------------------------------------------------------------- /V3_0/Analyser/Cleaner/optimizer.py: -------------------------------------------------------------------------------- 1 | from V3_0.Selector.api import findAllWithRe2 2 | 3 | businessClassTwoExclusionList = [ 4 | # '物理', 5 | # '电路', 6 | # '传感器', 7 | # '信号', 8 | # '971-互联网+创新设计专业基础综合', 9 | # '微机', 10 | # '自动', 11 | # '通信', 12 | # '数学', 13 | # '数值', 14 | # '信息', 15 | # '821-常微分方程', 16 | # '电子', 17 | # '现代测试', 18 | # '仪器', 19 | # '测控', 20 | # '力', 21 | # '光', 22 | # '生物', 23 | # '化学', 24 | # '电气', 25 | # '数字', 26 | # '环境', 27 | # '材料', 28 | # '807-单片机原理及应用', 29 | # '管理', 30 | # '940-计算机网络与安全', 31 | ] 32 | 33 | 34 | def exclusionBusinessClassTwo(businessClassTwo): 35 | return containsLike(businessClassTwo, businessClassTwoExclusionList) 36 | 37 | 38 | def containsLike(s, likeList): 39 | for i in likeList: 40 | if i in s: 41 | return True 42 | return False 43 | 44 | 45 | def removeLike(s, likeList): 46 | for i in likeList: 47 | s = str.replace(s, i, "") 48 | return s 49 | 50 | 51 | proposedEnrollmentLike = [ 52 | '(不含推免)' 53 | ] 54 | 55 | 56 | def optimizeProposedEnrollment(pe): 57 | if containsLike(pe, proposedEnrollmentLike): 58 | pe = removeLike(pe, proposedEnrollmentLike) 59 | res = findAllWithRe2(pe, r"\d+") 60 | if int(res[0]) == 0: 61 | return False 62 | if len(res) != 1: 63 | print(pe) 64 | raise UnknownDataError 65 | return pe 66 | print(pe) 67 | raise UnknownDataError 68 | 69 | 70 | def optimizeCourse(*args): 71 | new = [] 72 | for i in args: 73 | new.append(str.split(i, '：')[0]) 74 | return new 75 | 76 | 77 | class UnknownDataError(Exception): 78 | def __str__(self): return "此数据是未知的" 79 | -------------------------------------------------------------------------------- /V3_0/Analyser/Config/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Analyser/Config/__init__.py -------------------------------------------------------------------------------- /V3_0/Analyser/Config/api.py: -------------------------------------------------------------------------------- 1 | from .courseLike import courseLike 2 | -------------------------------------------------------------------------------- /V3_0/Analyser/Config/courseLike.py: -------------------------------------------------------------------------------- 1 | courseLike = [ 2 | #0854-电子信息 3 | '：《C程序设计》（第三版），清华大学出版社，谭浩强主编；《数据结构（C语言版）》，清华大学出版社，严蔚敏、吴伟民主编。', 4 | '：《C程序设计》，谭浩强，清华大学出版社(2017.9，第5版)', 5 | '：《数据结构》（C语言版） 严蔚敏吴伟民 编著 清华大学出版社', 6 | '：《数据结构》(C语言版)，严蔚敏等编著，清华大学出版社；《软件工程导论》(第5版)，张海藩等编著，清华大学出版社', 7 | '：《数据结构教程》（第5版），李春葆、尹为民等编著，清华大学出版社', 8 | '：《数据结构及应用算法教程》，清华大学出版社，严蔚敏，陈文博编著。', 9 | '《数据结构--从概念到C实现）》，王红梅等编著，清华大学出版社，2017年2月出版，每章的扩展与提高不考。', 10 | '：《计算机网络》，谢希仁，电子工业出版社（2013.6，第六版）', 11 | '：《计算机操作系统》，西安电子科技大学出版社，汤小丹等编著。', 12 | '：《电路分析基础》（第四版，上、下册）,高等教育出版社,李翰逊主编;《信号与系统》,高等教育出版社,汤全武主编.', 13 | '：《信号与系统》(第三版)，郑君里编著，高等教育出版社', 14 | '：《自动控制理论》，邹伯敏，机械工业出版社，2004年第2版；《自动控制原理》，胡寿松，科学出版社，2004年第4版；《现代控制理论》，刘豹、唐万生，机械工业出版社，2007年第3版', 15 | '：《自动控制原理》，胡寿松，科学出版社，2001年(第四版)', 16 | '：《通信原理》，樊昌信等编著，国防出版社，2015年（第七版）', 17 | '：《通信原理》（第7版）,国防工业出版社,樊昌信等,2016年出版。', 18 | '：《通信原理》，樊昌信，国防工业出版社（2018，第七版）', 19 | '：《通信原理教程》，樊昌信，电子工业出版社（2012.12，第三版）' 20 | '：《数字电子技术基础》（第二版），高等教育出版社，张克农。', 21 | '：《数字电子技术基础》，杨颂华，西安电子科技大学出版社（2016.7，第三版）' 22 | '：华成英、童诗白主编《模拟电子技术基础》 高等教育出版社，第四版；阎石主编《数字电子技术基础》高等教育出版社，第五版 ）', 23 | '：《微波技术与天线》，刘学观，西安电子科技大学出版社（2016.10）', 24 | '：《自动控制原理基础教程》（1～6章），胡寿松，科学出版社（2017.1，第四版）', 25 | '：《数字信号处理》，高西全等，西安电子科技大学出版社（2008，第三版）', 26 | '：郑君里编，信号与系统引论，高等教育出版社，2009年。', 27 | '请参考我校2020年硕士研究生招生章程中的参考书目\n或:\n807-自动控制原理', 28 | '详见淮北师范大学研究生招生信息网（网址', '请点击青岛大学研究生处主页查询 http://grad.qdu.edu.cn', '教育部统一命题', '见我校研究生院网站2020年研究生招生简章及考试大纲\n或:\n856-信号与系统', '《数据结构(C语言版)》，严蔚敏，吴伟民，清华大学出版社，2007年3月；《C语言程序设计(第3版)》 ，苏小红，王宇颖，孙志岗等，高等教育出版社，2015年7月', '《信号与线性系统分析》，吴大正，高等教育出版社（2019.3，第五版）', 'c/c++与数据结构（第四版 上册）王立柱，清华大学出版社；计算机科学与编程导论 王立柱、王春枝 清华大学出版社', 29 | '请登录北航研招办网站http://yzb.buaa.edu.cn/查询考试大纲或咨询相关学院\n或:\n933-控制工程综合', '见招生专业目录', '《电工学》(上下册)第七版 高等教育出版社 秦曾煌', '请查看我校研究生招生网（http://yz.usst.edu.cn/）\n或:\n868-传感器与检测技术', '《模拟电子技术基础》（第四版）高等教育出版社 童诗白 华成英；《数字电子技术基础》（第五版）高等教育出版社 阎石\n或:\n804-信号分析与处理', '参考书目详见我校招生简章http://yjsxy.web.hebust.edu.cn/zsgz/index.htm', '《数据结构（C语言描述）》（修订版）王晓东编著，电子工业出版社，2011年；《C＋＋程序设计教程（第二版）》，钱能编，清华大学出版社，2005年', 30 | '1、《数据结构（第二版）》 清华大学出版社 1992年6月 严蔚敏 第二版 2、《程序设计与C语言》 西安交通大学出版社 2005年8月 梁力 第二版', '参考书中所涉及的所有内容', 'C语言程序设计（第二版）,清华大学出版社,谭浩强', '具体见招生简章\n或:\n811-微机原理及应用', '数据结构', '详见我校研究生院网站（网址', '陈向群《操作系统教程(第2版)》北京大学出版社（2006年）\n或:\n835-计算机网络', '《自动控制原理基础教程》，胡寿松，科学出版社（2017.1，第四版）', '《物理光学与应用光学》石顺祥等，西电科大出版社2008', 'http://yjsh.qut.edu.cn\n或:\n813-数据结构', '请点击查看参考书目', '请参考招生简章公布的参考书目', 31 | '《信号与系统》(SIGNALS &SYSTEMS)第2版(second Edition),刘树棠译(ALANV.OPPENHEIM)西安交通大学出版社(/SBN7-5605-0970-3/TN.53)', '《电路基础》（第三版）王松林等，西电科大出版社2008；《电路分析基础》（第四版）张永瑞，西电科大出版社2013；《电路分析基础》（第五版上、下）李瀚荪，高等教育出版社2017；《电路基础》（原书第六版）Charles K. Alexander等著，段哲民等译，机械工业出版社2018', '考试范围请登录河北师范大学研究生院网站查询.\n或:\n912-计算机专业基础（操作系统）', '见学校研究生院网站硕士招生专栏的考试大纲信息\n或:\n834-C语言程序设计', '考试内容与范围详见我校研究生招生信息网\n或:\n849-计算机网络', 'yjsc.zzuli.edu.cn\n或:\n823-计算机专业综合（自命题）', '《数据结构（C语言版）》，严蔚敏、吴伟民著，清华大学出版社，2018', '《C语言程序设计》，谭浩强，清华大学出版社', '请查看安徽医科大学研究生学院网站', '内容范围请登录http://yjsy.sdust.edu.cn/查看\n或:\n818-电子技术', 'yjsc.zzuli.edu.cn', '请登录北航研招办网站http://yzb.buaa.edu.cn/查询考试大纲或咨询相关学院\n或:\n961-计算机基础综合', '算法复杂度和空间复杂度分析、线性表、栈和队列、串、数组、矩阵与广义表、树与二叉树、图、查找、排序等内容。《数据结构》，严蔚民，清华大学出版社。\n或:\n824-高级程序设计语言', '请参考招生简章公布的参考书目\n或:\n204-英语二', '《半导体物理学》(第七版），刘恩科、朱秉升、罗晋生，电子工业出版社，2008。\n或:\n872-电路分析', '详见北京交通大学研究生院招生专题网（http://gs.bjtu.edu.cn/cms/zszt/)公布的北京交通大学2020年硕士研究生招生专业目录及自命题科目考试范围\n或:\n910-电子技术（模拟、数字）', '请查看天津科技大学研究生院网站', '网上提供考试大纲', 'C语言概述；数据类型、运算符与表达式；顺序程序设计；选择结构程序设计；循环控制；数组；函数；指针；预处理命令；结构体与共同体；位运算；文件。', '《信号与系统》（第一版），金波，高等教育出版社，2011\n或:\n853-自动控制原理', '请查看我校研究生招生网（http://yz.usst.edu.cn/）\n或:\n808-传感器技术', 32 | '参见招生简章,http://yjs.qfnu.edu.cn', '《数据结构》（C语言版），严蔚敏等，清华大学出版社。\n或:\n834-高等代数', '（数据结构50%，操作系统50%）考试内容与范围详见我校研究生招生信息网', '请查看中国石油大学（华东）研究生招生网站\n或:\n836-通信原理', '登陆南华大学研究生院招生办网站查看考试大纲。', '《大学计算机》(第7版)，龚沛曾，杨志强著，高等教育出版社，2017年1月；《多媒体技术基础及应用》(第3版)，郭建璞、董晓晓、刘立新编著，电子工业出版社，2014年2月。', '《自动控制原理》(第六版)，胡寿松，科学出版社，2014\n或:\n853-信号与系统B', '物理光学与应用光学,西安电子科技大学出版社，2000年第1版或2008年第2版,石顺祥、张海兴、刘劲松', '请登录江苏大学研究生招生信息网（http://yz.ujs.edu.cn)，在“招生简章目录”板块中查看具体参考书目。\n或:\n808-信号与系统', '数字和码制、逻辑代数的基本定理、逻辑函数及其化简方法、门电路、常用组合逻辑电路、触发器、常用时序电路、施密特触发器、A/D和D/A转换；半导体二极管、晶体三极管、场效应管、放大电路原理及分析方法、差分放大电路、负反馈对放大电路的影响、有源滤波电路等。', '（含信号与系统、模拟电子技术两部分）', '主要考核数据结构基础理论和应用，包括', '《信号与系统》（第三版上、下册）2011.10 高等教育出版社 郑君里 应启珩等\n或:\n808-通信原理', '《现代通信原理与技术》，张辉、曹丽娜等，西安电子科技大学出版社；《通信原理》，樊昌信、曹丽娜等，国防工业出版社。\n或:\n833-信号与系统', '详见招生简章\n或:\n240-梵文', '《半导体物理与器件》 电子工业出版社 王明泉', '《信号与系统》（上、下册）（第三版）郑君里主编 高等教育出版社', '1.《大学计算机》张高亮编，高等教育出版社，2015年 2.《C程序设计》（第四版）谭浩强编，清华大学出版社，2010年', '《自动控制原理》第三版，李友善，国防工业出版社，2008', '参见考试大纲\n或:\n815-信号与系统', '请考生参照山东建筑大学研究生处网站(http://xwzx2016.sdjzu.edu.cn/yjsc/)公布的大纲与考试范围', '朱玉贤，李毅', '详见北京交通大学研究生院招生专题网（http://gs.bjtu.edu.cn/cms/zszt/)公布的北京交通大学2020年硕士研究生招生专业目录及自命题科目考试范围\n或:\n925-数据结构', '《数据结构（C语言版）》 清华大学出版社 严蔚敏主编；《数据结构题集（C语言版）》 清华大学出版社 严蔚敏 吴伟民 米宁；《C程序设计》（第五版） 清华大学出版社 谭浩强', '见招生专业目录\n或:\n821-自动控制原理2', '吴大正,信号与系统(第4版),高等教育出版社, 2008\n或:\n828-通信原理', '电路模型、定律与定理；电阻电路等效变换与分析；运放电路；一阶与二阶电路；相量法；正弦稳态电路；含有耦合电感电路；三相电路；非正弦周期电流电路；拉普拉斯变换；网络函数；电路方程的矩阵形式；二端口网络。', '《自动控制原理》（第三版）千博等，西电科大出版社；《自动控制理论》（第二版）刘丁，机械工业出版社', '详见东华大学研究生招生网——招生简章——硕士研究生招生考试科目，更多资讯请关注“东华研招”官方微信。\n或:\n861-普通物理学', '《信号与系统》（第4版）,徐亚宁、苏启常,电子工业出版社; 《电路分析基础》,施娟、周茜,西安电子科技大学出版社.', '《电子技术基础》第六版，康华光主编，模拟部分及数字部；《数字电子技术》冯全源等主编，机械工业出版社出版；其中（模拟部分占40%，数字部分占60%）', '科目考试大纲咨询相关报考学院', '《数据结构（c语言版）》，严蔚敏、吴伟民编著，清华大学出版社。《计算机组成原理》马洪连，王健，王立明等主编，机械工业出版社，2011', '《生理学》第九版，编者', '详见我校研究生院网站http://yjs.wit.edu.cn/', '请登陆http://yzb.cust.edu.cn查询', 33 | '《数据结构（C语言版）》，严蔚敏、吴伟民著，清华大学出版社，2012年；《数据结构习题与解析》，李春葆著，清华大学出版社，2013年。', '《模拟电子技术基础》（第3版）高等教育出版社 童诗白；《数字电子技术基础》（第4版）高等教育出版社 阎石\n或:\n809-自动控制原理', '学校命题，详见我校研招办网页相应内容', '参考书目请登录大连工业大学研究生学院官网“招生工作”模块网查询\n或:\n818-光学', '《半导体物理学》（第七版）刘恩科，电子工业出版社2011', '见招生专业目录\n或:\n823-工程光学', '教育部考试中心编制《研究生入学考试统考科目考试大纲》', '《数据结构（C语言版）》，严蔚敏，清华大学出版社，2007年。', '《数据结构（C语言版）》，清华大学出版社，严蔚敏', '具体参阅我校研究生院网页招生简章中考试大纲', '《电子技术基础（数字部分）》第6版，主编', '自命题科目，考试内容参照我校网站发布的考试大纲\n或:\n821-电路分析', '详见哈工大研招网硕士招生目录', '1.可登录我校研究生院网站招生工作主页资料下载栏目查阅考试大纲。2.考生将试卷、答题纸等带出考场的，视为违纪，取消该科目考试成绩。', '《半导体物理学》，编者', '《信号与系统实用教程》（第二版），陈戈珩等编著，清华大学出版社，2015年9月出版。', '请查看我校研究生招生网（http://yz.usst.edu.cn/）\n或:\n802-传热学A', '8086微处理器及其系统结构、指令系统、汇编语言程序设计方法、存储器、计数器／定时器8253、中断控制器8259A、DMA控制器8237A、数／模和模／数转换、人机交互接口的组成原理及其应用技术。\n或:\n909-数据结构', '《数字电子技术基础》，杨颂华，西安电子科技大学出版社（2016.7，第三版）', '请参考http://yjs.btbu.edu.cn/zsgz/index.htm 2020年研究生入学考试初试科目参考书目、考试大纲\n或:\n816-电路', '《控制工程基础》，孔祥东等著，机械工业出版社，2011年第3版；《传感器原理及应用》，王化祥等著，天津大学出版社，2014年第4版。', '详见我校研究生院网站相关考试大纲', '《数据结构》，严蔚敏， 清华大学出版社；《数据结构（用面向对象方法与C++语言描述）第2版》，殷人昆，清华大学出版社', '《自动控制原理》，主编', '《自动控制原理》（第六版），胡寿松，科学出版社\n或:\n810-数字电子技术', '《单片微型计算机与接口技术》（第5版）,李群芳,电子工业出版社,2015.10.\n或:\n817-电子技术综合', '包括数据结构、计算机网络。详见招生简章', '自命题科目，考试内容参照我校网站发布的考试大纲', '机械设计 王为主编 华中科技大学出版社（第三版）；机械设计 濮良贵主编 高等教育出版社（第八版）\n或:\n903-控制工程基础', '电路模型与定律定理、电路等效变换、含运算放大器电路、一阶电路时域分析、正弦稳态电路分析、含耦合电感的电路、电路频率响应、三相电路、非正弦周期电流电路、动态电路复频域分析、电路方程矩阵形式、二端口网络。', '1、《数字电子技术基础》（第五版）。阎石主编，高等教育出版社出版，2006。5；2、《信号与系统》（第三版）上册及下册的第7、8两章，郑君里，高等教育出版社，2011年', '请参考考试大纲\n或:\n204-英语二', '具体见招生简章', '1', '《自动控制原理》，科学出版社，胡寿松', '《数字电子技术基础》，阎石主编，高等教育出版社\n或:\n825-信号与线性系统分析', '《电路分析》谭永霞主编，西南交通大学出版社 或 《电路》邱关源编，高等教育出版社', '《电路》(第五版)，邱关源编，高等教育出版社，2008年', '自命题科目，考试内容参照我校网站发布的考试大纲\n或:\n818-电路', '考试科目的内容范围参见哈理工研究生部主页招生公告栏目-2020年硕士研究生招生专业目录', '详见招生简章', '详见我校研究生院网站http://yjs.wit.edu.cn/\n或:\n850-物理光学', '详见东华大学研究生招生网——招生简章——硕士研究生招生考试科目，更多资讯请关注“东华研招”官方微信。\n或:\n825-电路原理', '《电路》（第五版）邱关源编 高等教育出版社 2011\n或:\n861-数据结构', '参见《辽宁大学2020年硕士研究生招生章程》附件初试自命题科目考试大纲，网址', 'http://gs.bigc.edu.cn', '《模拟电子技术基础》第四版 高等教育出版社 毕成英；《数字电子技术》 高等教育出版社 阎石\n或:\n807-信号与系统', '《信号与线性系统》，原著', 'http://www.cup.edu.cn/graduate/zhaosheng/graduatedrecruit/index.htm', 34 | '详见我校2020年硕士自命题科目考试大纲:http://graduate.nbu.edu.cn/zsgz/sy/xxfw/zymljksdg.htm', 35 | '《通信原理》（第七版），樊昌信，国防工业出版社；\n或:\n873-数据结构', 36 | '请登录北航研招办网站http://yzb.buaa.edu.cn/查询考试大纲或咨询相关学院', 37 | '《光学》（第三版），蔡履中，科学出版社', 38 | '《计算机组成与系统结构》裘雪红、李伯成，西电科大出版社2012；《计算机组成与设计》李伯成，顾新，清华大学出版社2011；《数据结构（C语言版）》严蔚敏，吴伟民，清华大学出版社', '自动控制原理（第六版）胡寿松主编．北京', '请查看我校研究生招生网（http://yz.usst.edu.cn/）\n或:\n865-工程光学', '教育部统一命题，参见教育部考试中心编制的考试大纲。', '请登录北航研招办网站http://yzb.buaa.edu.cn/查询考试大纲或咨询相关学院\n或:\n951-力学基础', 39 | 'http://www.cup.edu.cn/graduate/zhaosheng/graduatedrecruit/index.htm\n或:\n859-软件工程', '《信号与系统》（第三版），陈潭生等，西安电子科大出版社', '《数据结构（c语言版）》，严蔚敏、吴伟民编著.清华大学出版社；《软件工程导论》，张海藩编著. 清华大学出版社。', '《大学物理学》 吴百诗主编 高等教育出版社,2008年12月;《普通物理学》 程守洙，江之永 主编 高等教育出版社,第六版,2006年\n或:\n851-电子技术', '请参考考试大纲\n或:\n203-日语', '详见网页http://yjsy.fjnu.edu.cn/', '《C程序设计（第四版）》，谭浩强，清华大学出版社，2012年出版\n或:\n854-数字电路', '范围请见《自动控制原理》考试大纲', '请登录http://grad.neepu.edu.cn查询\n或:\n833-信号与系统', '《自动控制原理》（第六版），胡寿松，科学出版社，2013年。\n或:\n853-单片机原理及其接口技术', 40 | '请查看天津科技大学研究生院网站\n或:\n822-信号与系统', 41 | '详见我校研究生院网站http://yjs.wit.edu.cn/', 42 | '具体见招生简章', 43 | '详见北京交通大学研究生院招生专题网（http://gs.bjtu.edu.cn/cms/zszt/)公布的北京交通大学2020年硕士研究生招生专业目录及自命题科目考试范围', 44 | '请登录北航研招办网站http://yzb.buaa.edu.cn/查询考试大纲或咨询相关学院', 45 | '考试范围详见我校招生考试处网站http://yzb.gdufe.edu.cn 2020年招生简章各专业介绍', 46 | '1、邱关源原著，罗先觉修订，电路（第5版），北京', '参考教材（以下教材之一即可） 1 陈花玲 主编. 机械工程测试技术（第3版），ISBN: 978-7-111-58777-4，机械工业出版社，2018-04-24 2 熊诗波、黄长艺 编. 机械工程测试技术基础（第3版），ISBN: 9787111190509，机械工业出版社，2013-11-1。', '《数字电子技术基础》，杨颂华，西安电子科技大学出版社（2016.7，第三版）', 47 | '请查阅中山大学研究生招生网（http://graduate.sysu.edu.cn/zsw/admissions-regulations)', 48 | '《算法与数据结构:C语言描述(第2版)》张乃孝主编，高等教育出版社；《C程序设计》谭浩强主编，清华大学出版社；《操作系统教程》（第四版）孙钟秀编，高等教育出版社；《计算机网络技术》万定生等编，河海大学出版社。', 49 | '详见我校研究生学院网站,http://www.grad.hbnu.edu.cn/', '《自动控制原理》（第六版）胡寿松主编，科学出版社。', 50 | '全国联考科目，由教育部考试中心命题。', 51 | '《工程光学》，郁道银、谈恒英主编，机械工业出版社，2006年', 52 | '请参考http://yjs.btbu.edu.cn/zsgz/index.htm 2020年研究生入学考试初试科目参考书目、考试大纲', 53 | '请参考我校2020年硕士研究生招生章程中的参考书目', 54 | '《数据结构》严蔚敏编，清华大学出版社', 55 | '《数据结构》严蔚敏著 清华大学出版社；《计算机操作系统》（第4版）汤子瀛等著 西安电子科技大学出版社', 56 | '详见北京交通大学研究生院招生专题网（http://gs.bjtu.edu.cn/cms/zszt/)公布的北京交通大学2020年硕士研究生招生专业目录及自命题科目考试范围', 57 | '《数据库系统概论》第五版 高等教育出版社 王珊 萨师煊 2014', 58 | '包括经典控制理论和现代控制理论。包括数学模型的简化，过渡过程、稳定性、稳态误差的时域分析，绘制根轨迹并分析系统，绘制开环频率特性并分析系统的绝对稳定性和相对稳定性，利用频率特性和根轨迹进行系统校正，利用相平面和描述函数分析系统，离散系统分析；包括状态', 59 | '《高等代数》（四版）北京大学，高等教育出版社', 60 | '《大学物理学》（上下册），毛骏健，顾牡主编，高等教育出版社，2013年第二版', 61 | 'yjsc.zzuli.edu.cn', 62 | '考试大纲（含参考书目）和往年真题免费自行下载，文件上传日期为2019年7月28日。军网下载方式为强军网网盘ssdg91004（密码91004ssdg），民网下载方式为电子邮箱ssdg91004@126.com文件中心（密码91004ssdg）', 63 | '《软件工程基础综合》含', 64 | '见我校研究生院网站2020年研究生招生简章及考试大纲', 65 | '请参考考试大纲', 66 | '《模拟电子技术基础简明教程》 (第三版) 杨素行，高等教育出版社， 2006年；《数字电子技术基础简明教程》（第三版） 余孟尝,高等教育出版社， 2006年； 《信号与系统》（第三版）上册 郑君里，高等教育出版社， 2011年。', 67 | '网上提供考试大纲 《自动控制原理》胥布工主编，电子工业出版社 《自动控制原理》高国燊、余文烋编,华南理工大学出版社2005年第二版 《自动控制原理学习指导与精选题型详解》陈来好、彭康拥编，华南理工大学出版社2004年1月 《现代控制理论》(第二版)刘豹主编，机械工业', 68 | '《自动控制原理》（第五版），胡寿松，科学出版社，2007', 69 | '《电路》(第五版)邱关源主编，高等教育出版社，2006年。', 70 | '《电路》（第五版），邱关源编，高等教育出版社，2006年。', 71 | '考试大纲请登录重庆医科大学研究生招生网查询', 72 | '数据结构(C语言版) ，严蔚敏， 李冬梅， 吴伟民，人民邮电出版社；计算机操作系统(第三版) ，汤小丹、梁红兵、哲凤屏、汤子瀛，西安电子科技大学出版社', 73 | '考试范围详见各相关学院网页和研究生院网页(http://graduate.ahut.edu.cn/index.htm )信息', 74 | '《数据结构C语言描述》，高等教育出版社，主编', 75 | '考试范围详见各相关学院网页和研究生院网页(http://graduate.ahut.edu.cn/index.htm )信息', 76 | '范围请见《数字信号处理》考试大纲', 77 | '请参考招生简章公布的参考书目', 78 | '详见我校2020年硕士自命题科目考试大纲:http://graduate.nbu.edu.cn/zsgz/sy/xxfw/zymljksdg.htm', 79 | '请登录江苏大学研究生招生信息网（http://yz.ujs.edu.cn)，在“招生简章目录”板块中查看具体参考书目。', 80 | '详见学校公布的招生简章', 81 | '请查看中国石油大学（华东）研究生招生网站', 82 | '请登录河北工程大学研究生部网站，在招生工作中查询考试大纲和参考书目', 83 | '详见东华大学研究生招生网——招生简章——硕士研究生招生考试科目，更多资讯请关注“东华研招”官方微信。', 84 | '详见中央财经大学研究生院网站所列参考书目', 85 | '《电路》（第五版），邱关源编，高等教育出版社，2006年。', 86 | '请登陆http://gs.ncepu.edu.cn/，点击招生信息查询。', 87 | '详见浙江理工大学研招网(http://gradadmission.zstu.edu.cn/)', 88 | '《自动控制原理》（第六版）胡寿松 科学出版社 2013', 89 | '《自动控制原理》，胡寿松\u3000编，科学出版社', 90 | '请登录http://grad.neepu.edu.cn查询', 91 | '详见我校研究生招生信息网（网址', '详见我校招生简章 .', 92 | '数字电子技术基础（第六版）阎石 高等教育出版社 2016年', 93 | '详见沈阳建筑大学研究生招生信息网（网址', 94 | '见河南师范大学研究生院主页（http://www.htu.cn/yjsxy/2849/list.htm）2020年硕士研究生招生简章', 95 | '请登录北航研招办网站http://yzb.buaa.edu.cn/查询考试大纲或咨询相关学院', 96 | '请登录江苏大学研究生招生信息网（http://yz.ujs.edu.cn)，在“招生简章目录”板块中查看具体参考书目。', 97 | '1.可登录我校研究生院网站招生工作主页资料下载栏目查阅考试大纲。2.考生将试卷、答题纸等带出考场的，视为违纪，取消该科目考试成绩。', 98 | '邱关源,电路（第5版）,高等教育出版社,2006\n或:\n857-电工与电子技术', 99 | '连续时间系统时域分析、零输入响应和零状态响应、冲激与阶跃响应；傅立叶变换及应用；离散时间系统的时域分析；模拟、数字滤波器的设计；反馈系统、信号流图、转移函数、Naquist稳定性判据；状态方程及变量分析、系统的稳定性、可控性和可观性判别', '《电路》（上、下册）（第五版）邱关源主编 高等教育出版社', '内容范围请登录http://yjsy.sdust.edu.cn/查看', 100 | '《数据结构》（C语言版），严蔚敏、吴伟民编著，清华大学出版社，2007年。', '请查看中国石油大学（华东）研究生招生网站\n或:\n830-信号与系统', '《自动控制原理》，胡寿松主编，科学出版社，第五版；\n或:\n809-电路', '掌握直流和正弦交流稳态电路、非正弦周期电流电路、三相电路、双口网络的分析与计算；掌握耦合电感电路、谐振及电路的频率特性；掌握动态电路的时域分析法及复频域分析法；掌握矩阵形式的电路方程及状态方程。《电路》第5版，邱关源、罗先觉，高等教育出版社。\n或:\n822-电子技术(数、模)', '《信号与系统》，郑君里著，高等教育出版社，2011年第3版。', '请登陆衡阳师范学院学科建设与研究生处网站http://xkjsb.hynu.cn/yjszs.htm查看考试大纲。', 101 | '《传感器原理及技术（第二版）》， 电子工业出版社 孟立凡', 102 | '《模拟电子技术》，电子工业出版社， 毕满清； 《数字电子技术基础》，电子工业出版社，韩焱；', 103 | '《电路理论基础》孙立山、陈希有编，高等教育出版社，2013年7月第四版。《电路》邱关源，罗先觉编，2010年第5版。\n或:\n808-自动控制原理', 104 | '详见我校研究生院网站http://yjs.wit.edu.cn/\n或:\n837-计算机综合II（电路、信号与系统）', 105 | '《电路理论教程》，主编', '《信号与系统》第三版，曾禹村等，北京理工大学出版，2010；《信号与系统》第三版，上、下册，郑君里等，高等教育出版社，2011', '请登录http://grad.neepu.edu.cn查询', '参见考试大纲', '《信号与系统》，Alan V.Oppenheim等 著，刘树堂译，电 子工业出版社， 《信号与系统》（第2 版），郑君里，应 启珩，杨为理，高 等教育出版社，2000年5月', '《数据结构（C语言版） 》，严蔚敏， 吴伟民， 清华大学出版社；《C程序设计（第四版） 》，谭浩强，清华大学出版社', '详见学校研究生院网站招生工作', '《数字电子技术基础》（第六版），清华大学电子学教研组编、闫石主编，高等教育出版社，2016年。', '具体见招生简章\n或:\n302-数学二', '《C程序设计（第四版）》，谭浩强，清华大学出版社，2012年出版', '《信号与线性系统分析（第5版）》吴大正等，高等教育出版社；《工程信号与系统》郭宝龙等，高等教育出版社', '详见我校研究生院网站相关考试大纲\n或:\n812-电磁场理论', '吴大正《信号与线性系统分析（第四版）》高等教育出版社（2005年）；李云红《信号与系统（第二版）》北京大学出版社（2018年）\n或:\n813-自动控制原理', '考试大纲请详见河北农业大学研究生学院主页招生信息。', '参看我校各学院网站考试大纲', '请查看我校研究生招生网（http://yz.usst.edu.cn/）', '模拟电子技术', '《传感器原理与应用》 电子工业出版社 孟立凡', 'http://www.cup.edu.cn/graduate/zhaosheng/graduatedrecruit/index.htm\n或:\n857-电子技术基础', '请登录北航研招办网站http://yzb.buaa.edu.cn/查询考试大纲或咨询相关学院\n或:\n921-通信类专业综合', '《数据结构C语言版》，清华大学出版社，严蔚敏主编', '具体参阅我校研究生院网页招生简章中考试大纲\n或:\n832-单片机原理及应用', '参见我校研究生学院网站（网址 http://yjsxy.usth.edu.cn/）的“招生工作-报名考试”栏目发布的2020年硕士研究生招生考试考试专业课考试大纲', '参见招生简章,http://yjs.qfnu.edu.cn\n或:\n877-电子线路', '《电路》（上、下册）（第五版）邱关源主编 高等教育出版社\n或:\n818-计算机专业基础（含数据结构、C++程序设计)', '《电路基础》（第三版）王松林等，西电科大出版社；《信号与线性系统分析》（四版）吴大正，高等教育出版社', '见《航天工程大学研究生招生考试大纲》\n或:\n812-物理光学', '《数值计算方法》 令锋 国防工业出版社', '李春葆主编，数据结构教程(第五版)，清华大学出版社，2017年。', '范围请见《数字电路与信号系统》考试大纲', 106 | '请登录石家庄铁道大学研究生学院网站查阅考试范围和考试大纲。', 107 | 108 | # 0835-软件工程 109 | '：范围请见《计算机专业综合》考试大纲', 110 | 111 | # 统考 112 | '：国家统一命题', 113 | '：全国统考', 114 | '：国家统考科目', 115 | '：全国统考科目', 116 | '：统考。', 117 | '：全国统考，由教育部考试中心提供考试大纲', 118 | '：全国指定大纲和教材', 119 | '：参考国家考试大纲', 120 | '：全国统考命题，无参考书目', 121 | '：教育部当年考试大纲', 122 | '：教育部考试中心考试大纲', 123 | # 学校 124 | '：参考学校考试大纲', 125 | '：详见北京联合大学研究生招生网http://graduate.buu.edu.cn/col/col30688/index.html', 126 | '：请登录江苏大学研究生招生信息网（http://yz.ujs.edu.cn)，在“招生简章目录”板块中查看具体参考书目。', 127 | '：考试大纲请登录https://yz.szu.edu.cn查看。', 128 | '：详见我校研究生院主页或研招网招生简章', 129 | '：见我校公布的考试大纲', 130 | '：参看考试大纲', 131 | '：请查看各学院网页', 132 | '：参考书目请登录我校研究生学院网站招生信息工作栏查询', 133 | '：参见我校研究生处网站的招生专业目录', 134 | '：见招生简章', 135 | '：参考我校自命题科目考试大纲', 136 | '：具体见我校招生简章http://zhaosheng.plaieu.edu.cn', 137 | '：请登陆http://yzw.xisu.edu.cn/查阅', 138 | '：考试大纲查询：http://yz.shzu.edu.cn/', 139 | # 其他 140 | '：无', 141 | '：0', 142 | '：相关专业书籍和期刊', 143 | '：详见招生简章考试科目说明', 144 | '：具体的考试内容范围请登陆我校研究生招生网下载', 145 | '：详见我校招生简章。', 146 | '：请登陆我校研究生院主页，查看招生专栏考试参考', 147 | '：见“招生专业目录”', 148 | '：公布在云南民族大学研究生院网站', 149 | '：详见云南艺术学院官网http//:yjs.ynart.edu.cn公布招生简章', 150 | '：详细信息请查阅云南大学研究生院网站（www.grs.ynu.edu.cn）', 151 | '：请登陆西安音乐学院招生信息网站http://zsb.xacom.edu.cn/zsjz/yjszsjz.htm查询', 152 | '：详见南宁师范大学研究生院主页公布的《南宁师范大学2020年全日制硕士研究生招生考试科目考试大纲（含参考书目）》。', 153 | '：登录西藏大学研究生招生信息网查看', 154 | '：考试范围详见考试大纲，考试大纲查询请登陆我校网站(http://www.kmust.edu.cn)公布的招生简章', 155 | '：《中国美术史》洪再新编著，中国美术学院出版社，2000年12月第一版； 《中国美术简史（增订本）》中央美术学院美术史系中国美术史教研室编著，中国青年出版社，2002年5月第一版；《中国书法简史》王镛主编，高等教育出版社，2004年2月第一版', 156 | '：《美术概论》邓福星上海人民美术出版社2009年', 157 | '：《电视摄像与编辑》任金洲、高晓虹 中国传媒大学出版社2012年7月；', 158 | '：《艺术学概论》彭吉象，北京大学出版社 2006年8月版;《艺术概论》王宏建，文化艺术出版社，2007年9月版', 159 | '：详见我校2020年硕士研究生招生简章http://yjszs.yzu.edu.cn/', 160 | '：《中国播音学》张颂，中国传媒大学出版社，2011年5月版；《播音创作基础》张颂，中国传媒大学出版社， 2010年9月版；《播音语言通论-危机与对策》（第三版）张颂，中国传媒大学出版社，2012年5月版', 161 | '：《舞台设计概论》 韩生、胡佐文化艺术出版社，2008年版；《西方演剧史论稿》吴光耀，中国戏剧出版社，2002年1月版', 162 | '：《戏剧表演基础》梁伯龙、李月，中国戏剧出版社，2009年版；', 163 | '：《艺术设计概论》（第一版），李砚祖，湖北美术出版社，2009年3月版；《设计学概论》（第一版），尹定邦，湖南科技出版社，2009年6月版', 164 | '：《世界现代设计史》（第一版），王受之，中国青年出版社，2002年9月版或2015年12月版任选；《中国工艺美术史》（第二版），田自秉，东方出版中心，2010年4月版。', 165 | '：《中国美术史》洪再新编著，中国美术学院出版社，2000年12月第一版；《中国美术简史（增订本）》中央美术学院美术史系中国美术史教研室编著，中国青年出版社，2002年5月第一版；《外国美术简史（增订本）》中央美术', 166 | '：《中国舞蹈编导教程》孙天路， 高等教育出版社 2004年9月；《中外舞蹈精品赏析》贾安林，上海音乐出版社，2004年月', 167 | '：《舞蹈艺术概论(修订版)》 隆荫培、徐尔充 上海音乐出版社 2009年6月；《舞蹈学导论》 吕艺生，上海音乐出版社，2013年1月；《舞蹈文化概论》，朴永光，中央民族大学出版社,2009年2月', 168 | '：《曲式与作品分析》吴祖强，人民音乐出版社，2003年。《和声分析351例》吴式楷，世界图书出版公司，2001年。', 169 | '：《中国古代音乐简述》刘再生 ，人民音乐出版社，2006年。《中国近现代音乐史》汪毓和，人民音乐出版社，2009年。《西方音乐通史》于润洋 ，上海音乐出版社，2001年。《中国当代音乐》梁茂春，中国广播出版社，2004年。', 170 | '：《美术概论》，高等教育出版社，2011年版，邹跃进、诺迪主编。', 171 | '：《中国美术简史》中国青年出版社，2014年版 中央美术学院人文学院美术史系中国美术史教研室编著 《外国美术简史》中国青年出版社，2014年版 中央美术学院人文学院美术史系外国美术史教研室编著', 172 | '：《外国舞蹈史及作品鉴赏》，高等教育出版社，2008年版，欧建平著；《中国舞蹈史及作品鉴赏》，高等教育出版社，2010年版，冯双白、茅慧主编。', 173 | '：《舞蹈艺术概论》（修订版），上海音乐出版社，2009年版，隆荫培、徐尔充著；《当代编舞理论与技法》，中央民族大学出版社，2012年版，肖苏华著。', 174 | '：《艺术学基础知识》（音乐部分），中央音乐学院出版社，2006年版，王次炤主编；《中国音乐史与名作赏析》，人民音乐出版社，2007年版，田克文编著；《西方音乐史与名作赏析》，人民音乐出版社，2006年版，冯志平编著。', 175 | '：《和声学教程》（增订重译本），人民音乐出版社，2008年版，（苏）伊·杜波夫斯基、伊·斯波索宾、斯·叶莆谢也夫、符·索科洛夫著，陈敏译；《曲式与作品分析》，人民音乐出版社，2003年版，吴祖强编著。', 176 | '：《世界现代设计史》，王受之主编，中国青年出版社', 177 | '：梁昭华《色彩构成》中国纺织出版社（2010年）；张大鲁《色彩设计基础与表现》中国纺织出版社（2018年）；王雪青《设计色彩基础》上海人民美术出版社（2017年）', 178 | '：林家阳《图形创意》中国出版集团（2012年）；王雪青《图形语言与设计》上海人民美术出版社（2016年）', 179 | '：朱松文 刘静伟《服装材料学（第五版）》中国纺织出版社（2015年）', 180 | '：戴鸿《服装号型标准及其应用》中国纺织出版社（2009）；张文斌《服装结构设计》中国纺织出版社（2010）', 181 | '：详见西安石油大学2020年硕士研究生招生简章', 182 | '：以我校公布的《西安建筑科技大学2020年硕士研究生招生简章及专业目录》为准，网址：http://yzb.xauat.edu.cn', 183 | '：1.《书法基础与欣赏》，钟明善，西安交大出版社 2000年', 184 | '：1.《中国书法史》，钟明善，河北美术出版社，1993 2.《钟明善书学论集》，钟明善著，中国社会科学出版社，2008.11 3.《书道发微——杨锁强书学论集》，杨锁强著，西安交通大学出版社，2014.10 4.《古代书论分类评注》，杨晓萍编著，陕西人民出版社，2015', 185 | '：[1] 周利明.世界美术史新编（前八讲）.人民邮电出版社，2014.1 [2] 周积寅.中国画论辑要.江苏美术出版社，2007.1', 186 | '：1.《美学三书》，李泽厚，天津社会科学出版社 2.《西方美学史》，朱光潜，人民文学出版社，2003年 3.《红黄蓝绿：中外美术对谈录》，李松，中国青年出版社 4.《图形创意》，陈颖，云南美术出版社，2013 5.《黑白画理》，王弘力，辽宁美术出版社，1991 6.《平面设计语言', 187 | '：李春.西方美术史教程.陕西人民美术出版社，2008.5', 188 | '：[1] 许正龙.雕塑学.辽宁美术出版社，2001.1 [2] 梁思成.中国雕塑史. 生活·读书·新知三联书店,2011.1', 189 | '：王受之.世界平面设计史.中国青年出版社，2002.9', 190 | '：[1]陈易.室内设计原理.中国建筑工业出版社，2006.11 [2]郑曙旸.室内设计思维与方法（第2版）.中国建筑工业出版社，2014.10', 191 | '：[1] 郭风平，方建斌.中外园林史.中国建材工业出版社，2005.7 [2] 刘滨谊.现代景观规划设计（第4版）.东南大学出版社，2018.1', 192 | '：参考书目详见西北大学研究生招生信息网（http://yzb.nwu.edu.cn/）', 193 | '：陈应时、陈聆群《中国音乐简史》(高等教育出版社)，2006年版；居其宏《共和国音乐史》(中央音乐学院出版社)，2010年版；于润洋《西方音乐通史》(上海音乐出版社)，2003年版', 194 | '：桑桐《和声的理论与应用》(上海文艺出版社)；钱亦平《音乐作品分析简明教程》(上海音乐学院出版社)2006年版；吴祖强《曲式与作品分析》(人民音乐出版社)2003年版', 195 | '：《艺术设计概论》，李砚主，湖北美术出版社，2009年版', 196 | '：《中外设计史》，耿明松，中国轻工业出版社，2017年版', 197 | '：《美术概论》，邓福星，上海人民美术出版社，2010年版本', 198 | '：中央美院美术史系，中美教研室主编，《中国美术简史》，中国青年出版社，2010年版；中央美院美术史系，外美教研室主编，《外国美术简史》，中国青年出版社，2014年版', 199 | '：考试大纲见贵州大学研究生院网站', 200 | '：《欧洲音乐简史（第二版）》钱仁康，高等教育出版社，2015年版《中国音乐史》胡郁青，赵玲著，西南师范大学出版社，2012版', 201 | '：《艺术学概论（第四版）》彭吉象，北京大学出版社，2015年版《艺术学原理》王一川主编，北京师范大学出版社，2011年版', 202 | '：《视听语言》 作者：陆绍阳，北京大学出版社', 203 | '：《艺术理论教程》作者:张同道，北京师范大学出版社', 204 | '：《世界现代设计史》（第二版），王受之，中国青年出版社，2015年版。', 205 | '：按教育部考试中心大纲要求', 206 | '：《艺术理论教程》（第三版），张同道，北京师范大学出版社，2009年版。', 207 | '：《中国美术史纲要》，黄宗贤，西南师范大学出版社，2008年版。', 208 | '：请查看华南师范大学招生考试处网站', 209 | '：详见招生章程', 210 | '：请参考教育部统一发布的考试大纲。', 211 | '：请参考我校研招信息网招生目录中的考试大纲。' 212 | ] -------------------------------------------------------------------------------- /V3_0/Analyser/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Analyser/__init__.py -------------------------------------------------------------------------------- /V3_0/Analyser/api.py: -------------------------------------------------------------------------------- 1 | from .init import init 2 | from .rawData import initRawData 3 | -------------------------------------------------------------------------------- /V3_0/Analyser/init.py: -------------------------------------------------------------------------------- 1 | from V3_0.Storer.api import getDataBasePath, getExcelRootPath, makeDir, deleteDir, deleteFiles 2 | from os.path import join 3 | 4 | filesPath = [ 5 | join(getDataBasePath(), 'step2-01-rawSubjectsInfo.pkl'), 6 | join(getDataBasePath(), 'step2-03-1-infoByInstution.pkl'), 7 | join(getDataBasePath(), 'step2-02-1-sortedByInstutionEnrolledNumber.pkl') 8 | ] 9 | 10 | 11 | def init(reset=False): 12 | if reset: 13 | deleteFiles(filesPath) 14 | deleteDir(getExcelRootPath()) 15 | makeDir(getExcelRootPath()) 16 | -------------------------------------------------------------------------------- /V3_0/Analyser/rawData.py: -------------------------------------------------------------------------------- 1 | from V3_0.Storer.MySQL.api import createTables, insertList, dropAllTable 2 | from .Cleaner.api import optimizeCourse, optimizeProposedEnrollment, exclusionBusinessClassTwo 3 | 4 | priorSubject = [ 5 | '0854-电子信息', 6 | '0401-教育学', 7 | '0201-理论经济学', 8 | '0202-应用经济学', 9 | '0835-软件工程', 10 | # '0774-电子科学与技术', 11 | # '0775-计算机科学与技术', 12 | # '0809-电子科学与技术', 13 | # '0810-信息与通信工程', 14 | # '0811-控制科学与工程', 15 | # '0812-计算机科学与技术', 16 | # '0837-安全科学与工程', 17 | # '0839-网络空间安全' 18 | ] 19 | 20 | 21 | def initRawData(data): 22 | # ExcelFilesPath = data[0] # D:\0\G\考研数据分析\Database\ExcelFiles 23 | data = data[1:] 24 | # subjectHead = data[1][0] # ('D:\\0\\G\\考研数据分析\\Database\\ExcelFiles\\0101-哲学', 'D:\\0\\G\\考研数据分析\\Database\\ExcelFiles\\0101-哲学\\rawInfo.xlsx', 'rawInfo', ['机构名', '院系所', '专业', '研究方向', '考试方式', '学习方式', '指导教师', '拟招生人数', '考试范围', '政治', '外语', '业务课一', '业务课二', '跨专业', '备注']) 25 | # print(subjectHead[0])# D:\0\G\考研数据分析\Database\ExcelFiles\0101-哲学 26 | # print(subjectHead[-1])# ['机构名', '院系所', '专业', '研究方向', '考试方式', '学习方式', '指导教师', '拟招生人数', '考试范围', '政治', '外语', '业务课一', '业务课二', '跨专业', '备注'] 27 | # print(data[1][1])# [('10001-北京大学', 'http://yz.chsi.com.cn/zsml/querySchAction.do?dwmc=%E5%8C%97%E4%BA%AC%E5%A4%A7%E5%AD%A6&yjxkdm=0101'), '(023)哲学系', '(010101)马克思主义哲学', '(01)马克思主义哲学史', '统考', '全日制', '', '专业：3(不含推免)', ('点此查看', 'http://yz.chsi.com.cn/zsml/kskm.jsp?id=1000121023010101011'), '101-思想政治理论：见招生简章', '201-英语一：见招生简章\n或:\n202-俄语：见招生简章\n或:\n203-日语：见招生简章\n或:\n254-德语：见招生简章', '652-西方哲学史一：见招生简章', '931-马克思主义哲学：见招生简章', '', '拟接收推免生以教育部推免服务系统确认录取人数为准。考试科目③西方哲学史一包括现代部分，考试科目④马克思主义哲学包括历史和原理部分。'] 28 | tablesName = [] 29 | iLi = [] 30 | for subject in data: 31 | tableName = str.split(subject[0][0], '\\')[-1] 32 | # if tableName not in priorSubject: 33 | # continue 34 | tablesName.append(tableName) 35 | for rawInfo in subject[1:]: 36 | info = getInfo(rawInfo) 37 | if info is False: 38 | continue 39 | iLi.append((tableName, info)) 40 | dropAllTable() 41 | createTables(tablesName) 42 | insertList(iLi) 43 | 44 | 45 | def getInfo(rawInfo): 46 | (institutionInfo, department, major, researchDirection, 47 | examinationMethod, learningStyles, instructor, proposedEnrollment, 48 | examinationSyllabusInfo, politics, foreignLanguage, businessClassOne, businessClassTwo, 49 | transdiscipline, Notes) = rawInfo 50 | 51 | # if exclusionBusinessClassTwo(businessClassTwo): 52 | # return False 53 | 54 | if '只招推免生' in Notes: 55 | return False 56 | 57 | if '英语' not in foreignLanguage: 58 | # print(foreignLanguage) 59 | return False 60 | 61 | # if '302-数学二' not in businessClassOne: 62 | # return False 63 | 64 | proposedEnrollment = optimizeProposedEnrollment(proposedEnrollment) 65 | if proposedEnrollment is False: 66 | return False 67 | 68 | enrollmentType, proposedEnrollment = str.split(proposedEnrollment, '：') 69 | proposedEnrollment = int(proposedEnrollment) 70 | 71 | institution, institutionURL = institutionInfo 72 | examinationSyllabusURL = examinationSyllabusInfo[1] 73 | 74 | (politics, foreignLanguage, businessClassOne, businessClassTwo) =\ 75 | optimizeCourse(politics, foreignLanguage, businessClassOne, businessClassTwo) 76 | 77 | return (institution, institutionURL, department, major, researchDirection, 78 | examinationMethod, learningStyles, instructor, proposedEnrollment, enrollmentType, 79 | examinationSyllabusURL, politics, foreignLanguage, businessClassOne, businessClassTwo, 80 | transdiscipline, Notes) 81 | -------------------------------------------------------------------------------- /V3_0/Main/01_getData.py: -------------------------------------------------------------------------------- 1 | import os 2 | from V3_0.Storer.GetData.api import getPickleFileData 3 | from V3_0.Storer.Config.api import getDataBasePath 4 | from V3_0.Storer.Del.api import deleteFile 5 | 6 | pklPath = os.path.join(getDataBasePath(), 'step1-02-SubjectsURL.pkl') 7 | deleteFile(pklPath) 8 | data = getPickleFileData(pklPath) 9 | # print(data) 10 | # for i in data: 11 | # print(i, data[i]) 12 | 13 | -------------------------------------------------------------------------------- /V3_0/Main/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Main/__init__.py -------------------------------------------------------------------------------- /V3_0/Multi/Program/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Multi/Program/__init__.py -------------------------------------------------------------------------------- /V3_0/Multi/Program/api.py: -------------------------------------------------------------------------------- 1 | from .program import runProgram 2 | -------------------------------------------------------------------------------- /V3_0/Multi/Program/program.py: -------------------------------------------------------------------------------- 1 | import os 2 | 3 | 4 | def runProgram(path): 5 | path = os.path.abspath(path) 6 | print(path) 7 | cwd = os.getcwd() 8 | os.chdir(os.path.dirname(path)) 9 | os.system("start %s" % path) 10 | os.chdir(cwd) 11 | -------------------------------------------------------------------------------- /V3_0/Multi/Thread/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Multi/Thread/__init__.py -------------------------------------------------------------------------------- /V3_0/Multi/Thread/api.py: -------------------------------------------------------------------------------- 1 | from .thread import runThread 2 | from .thread import threadLock 3 | -------------------------------------------------------------------------------- /V3_0/Multi/Thread/thread.py: -------------------------------------------------------------------------------- 1 | import threading 2 | 3 | threadLock = threading.Lock() 4 | 5 | 6 | def runThread(functionName, interval=0): 7 | t = threading.Timer(interval, functionName) 8 | t.start() 9 | -------------------------------------------------------------------------------- /V3_0/Multi/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Multi/__init__.py -------------------------------------------------------------------------------- /V3_0/Multi/api.py: -------------------------------------------------------------------------------- 1 | from .Thread.api import runThread, threadLock 2 | from .Program.api import runProgram 3 | -------------------------------------------------------------------------------- /V3_0/Selector/Config/api.py: -------------------------------------------------------------------------------- 1 | from .config import htmlsRootPath 2 | from .config import proList 3 | -------------------------------------------------------------------------------- /V3_0/Selector/Config/config.py: -------------------------------------------------------------------------------- 1 | from os.path import join 2 | from V3_0.Storer.Config.api import getDataBasePath 3 | 4 | htmlsRootPath = join(getDataBasePath(), r'htmls') 5 | 6 | proList = [ 7 | '0252', '0253', '0254', '0255', '0256', '0257', '0351', '0352', '0353', '0451', 8 | '0452', '0453', '0454', '0551', '0552', '0553', '0651', '0851', '0853', '0854', 9 | '0855', '0856', '0857', '0858', '0859', '0860', '0861', '0951', '0952', '0953', 10 | '0954', '1051', '1052', '1053', '1054', '1055', '1056', '1057', '1151', '1251', 11 | '1252', '1253', '1254', '1255', '1256', '1351', 12 | ] -------------------------------------------------------------------------------- /V3_0/Selector/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cocos56/Graduate_admissions_data_analysis_tool/e6a82d5bb5640453bea4ac6ec119d2edd394c589/V3_0/Selector/__init__.py -------------------------------------------------------------------------------- /V3_0/Selector/api.py: -------------------------------------------------------------------------------- 1 | # 用于快速使用正则表达式提取所有数据 2 | from .regular import findAllWithRe, findAllWithRe2 3 | # 获取所有学科类别的代码 4 | from .subjectsCode import getSubjectsCode 5 | from .subjectsURLs import getSubjectsURLs 6 | -------------------------------------------------------------------------------- /V3_0/Selector/getDataDirectly/getProList.py: -------------------------------------------------------------------------------- 1 | raw = r'' 2 | 3 | from V3_0.Selector.api import findAllWithRe 4 | 5 | data = findAllWithRe(raw, r"