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# Machine Learning - Homework and Report
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# 机器学习 - 作业与报告
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* [中文说明](README_CN.md)
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* [English Description](README_EN.md)
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This material is the homework and report for course [Machine Learning](https://gitee.com/pi-lab/machinelearning_notebook). To master the course better, it is necessary to do programming practices, therefore, everyone need to do the homework and report diligently. Through these practices capabilities of problem solving of self learning can be boosted.
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课程的学习资料在[这里](https://gitee.com/pi-lab/machinelearning_notebook)。由于这门课程需要大量的编程、练习才能学好,因此需要大家积极把作业做好,通过作业、练习来牵引学习、提高解决问题的能力、自学等能力。
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Please refer following help for submitting homework/report, also instructions of `git` and `markdown` are also included.
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关于如何提交作业,如何使用git,markdown等等,可以参考下面使用帮助。
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**Submitting Instructions:**
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1. Fork the project to your project
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**具体的操作步骤:**
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2. Use `git clone` to download the forked project
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3. Write your code and report into the corresponding directories
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1. [大家fork这个项目到自己的项目](https://gitee.com/pi-lab/learn_programming/blob/master/6_tools/git/HowToForkClone.md)
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4. Upload your code & report through `git push ...`
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2. [然后git clone自己的项目到本地机器](https://gitee.com/pi-lab/learn_programming/blob/master/6_tools/git/HowToForkClone.md)
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5. If the homework or report are updated by teacher, you can do the following steps to newest version
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3. 在作业的目录里写入各自的代码、报告等。
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4. 通过`git push ...`上传作业到自己的项目里
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5. 由于本作业会更新因此需要更新到最新的版本,可以如下操作
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```
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```
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git remote add upstream git@gitee.com:pi-lab/machinelearning_homework.git
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git remote add upstream git@gitee.com:pi-lab/machinelearning_homework.git
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git pull upstream master
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git pull upstream master
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```
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```
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6. Create a file named with `name.txt` (UTF-8 encoding) under the root directory of the project. Please write your name and ID as:
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6. 在本目录新建一个`name.txt`文件(UTF-8编码),写下自己的名字和学号,例如
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```
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```
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Shuhui Bu
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布树辉
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2011010101
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2011010101
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```
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```
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大家提交作业后,我会在大家的项目里写入批注、建议等等,从而构建良好的反馈机制,能够更有效的取得学习效果。
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## Homework
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## 作业
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1. [Python](homework_01_python/README_EN.md)
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1. [Python基础](homework_01_python/README.md)
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2. [numpy & matplotlib](homework_02_numpy_matplotlib/README_EN.md)
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2. [numpy & matplotlib](homework_02_numpy_matplotlib/README.md)
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3. [kmeans](homework_03_kmeans/README_EN.md)
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3. [kmeans](homework_03_kmeans/README.md)
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4. [logistic regression](homework_04_logistic_regression/README_EN.md)
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4. [logistic regression](homework_04_logistic_regression/README.md)
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5. [neural networks](homework_05_nn/README_EN.md)
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5. [neural networks](homework_05_nn/README.md)
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## Report
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## 报告
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1. [Traffic accident claims review forecast](report_01_accident_claims/README_EN.md)
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1. [交通事故理赔审核预测](report_01_accident_claims/README.md)
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2. [Titanic](report_02_Titanic/README_EN.md)
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2. [Titanic](report_02_Titanic/README.md)
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3. [Fashion](report_03_Fashion/README_EN.md)
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3. [Fashion](report_03_Fashion/README.md)
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3. [Tetris](report_04_Tetris/README.md)
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3. [Tetris](report_04_Tetris/README.md)
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## Manuals/Tutorials
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* [List of References](https://gitee.com/pi-lab/machinelearning_notebook/blob/master/References.md)
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## 使用帮助
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* [学习资料的汇总](https://gitee.com/pi-lab/machinelearning_notebook/blob/master/References.md)
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* Git
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* Git
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* [Quick to learn Git](https://my.oschina.net/dxqr/blog/134811)
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* [Git快速入门 - Git初体验](https://my.oschina.net/dxqr/blog/134811)
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* [TortoiseGit on Windows](https://my.oschina.net/longxuu/blog/141699)
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* [在win7系统下使用TortoiseGit(乌龟git)简单操作Git](https://my.oschina.net/longxuu/blog/141699)
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* [Complete Git course](https://www.liaoxuefeng.com/wiki/0013739516305929606dd18361248578c67b8067c8c017b000)
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* [Git系统学习 - 廖雪峰的Git教程](https://www.liaoxuefeng.com/wiki/0013739516305929606dd18361248578c67b8067c8c017b000)
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* [Git tutorial from PILAB](help/Git使用教程_PILAB.pdf)
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* [PILAB的Git使用教程](help/Git使用教程_PILAB.pdf)
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* Markdown
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* Markdown
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* [Markdown for beginer](https://www.jianshu.com/p/1e402922ee32)
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* [Markdown——入门指南](https://www.jianshu.com/p/1e402922ee32)
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