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MTOpenML

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MTOpenML: OpenSource Ebook for ML & AI

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# 机器学习&深度学习原理与实践(开源图书)

## 1 写作目标

> 告别碎片阅读，构成知识谱系。一起阅读和完善: [机器学习&深度学习原理与实践(开源图书)](https://github.com/media-tm/MTOpenML)

## 2 写作计划

### 2.1 机器学习原理与实践

| Writing Process | Chapter Name | Author Name | Quality Rank(0-10) |
|:----:|:----|:----:|:----:|
|95%-writing|[1 机器学习概述](book-open-ml-cn/1-ml-overview/README.md)| Martin.Cheng |☆|
|95%-planning|[2 机器学习的理论基础](book-open-ml-cn/2-ml-basic/README.md)| Martin.Cheng |☆|
|95%-planning|[3 特征工程与模型选择](book-open-ml-cn/3-ml-select-model/README.md)| Martin.Cheng |☆|
|95%-planning|[4 回归算法](book-open-ml-cn/4-ml-regression/README.md)| Martin.Cheng |☆|
|95%-planning|[5 分类算法](book-open-ml-cn/5-ml-classification/README.md)| Martin.Cheng |☆|
|95%-planning|[6 降维聚类算法](book-open-ml-cn/6-ml-category/README.md)| Martin.Cheng |☆|
|50%-planning|[7 机器学习实例(SkLearn)](book-open-ml-cn/7-ml-sklearn/README.md)| Martin.Cheng |☆|
|1%-planning|[8 机器学习实例(Tensorflow)](book-open-ml-cn/8-ml-tensorflow/README.md)| Martin.Cheng |☆|
|95%-planning|[9 机器学习高级话题](book-open-ml-cn/9-ml-advanced-topics/README.md)| Martin.Cheng |☆|

### 2.2 深度学习原理与实践

| Writing Process | Chapter Name | Author Name | Quality Rank(0-10) |
|:----:|:----|:----:|:----:|
| 80%-writing | [1 人工智能简史](book-open-ai-cn/1-ai-overview/README.md) | Martin.Cheng | ☆ |
| 80%-planning | [2 人工智能的理论基础](book-open-ai-cn/2-ai-basic/README.md) | Martin.Cheng | ☆ |
| 40%-planning | [3 从感知机到深度卷积神经网络](book-open-ai-cn/3-ai-basic-level/README.md) | Martin.Cheng | ☆ |
| 30%-planning | [4 深度循环和深度递归神经网络](book-open-ai-cn/4-ai-recurrent-recursive/README.md) | Martin.Cheng | ☆ |
| 30%-planning | [5 自编码网络和生成式对抗网络](book-open-ai-cn/5-ai-self-decode-gan/README.md) | Martin.Cheng | ☆ |
| 10%-planning | [6 高级深度学习网络模型](book-open-ai-cn/6-ai-advanced-net/README.md) | Martin.Cheng | ☆ |
| 10%-planning | [7 深度学习案例(Tensorflow/MXNet)](book-open-ai-cn/7-ai-eg-mxnet-tf/README.md) | Martin.Cheng | ☆ |
| 90%-planning | [8 人工智能未来已来](book-open-ai-cn/8-ai-cross-war/README.md) | Martin.Cheng | ☆ |

## 3 写作计划

Expecting You to Jion and Writing Together  
Teamworker --> Upload Draft Paper  --> Doulbe Check --> Formal Paper -->  Teamworker  
Teamworker --> Upload Formal Paper --> Update Schedule and Author --> Merge to Master Branch

## 4 联系方式

* shareviews@sina.com
* martin.cheng@rock-chips.com

## 5 版权

* Open Source Licenses:Apache, MIT
* Copyright(R) 2017 Martin.Cheng and all Participators.

## 6 References

* [Cmd Markdown 公式指导手册](https://www.zybuluo.com/codeep/note/163962)

MTOpenML

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