<NME> README.md
<BEF> # ML-and-DM-in-action
Share my code during learning machine learning and data mining
  - The relationship director actor and runtime.  
  - The five areas Where is the production of much of the good movie or bad movie.
  - The five directors who has most roles in the good movie or bad movie.
  - The five types which has most good movie or bad movie
  - The relationship between star and runtime. 
  - Choose five actors in each type，who has most movie in this type,without good or bad.



- DouBanMovie/data
  
 You can find about 500 randomly selected data about the movie.

- DouBanMovie/result

  You can find the result of running the ```datas.py``` based on 500 randomly selected data.


- recommend.py

  Implements an simple algorithm，,which recommend goods based on some labels
that customer love recently.It is suitable for a small number of users and 
individual users.Also,the code is very easy reading and understanding.

- api.py

  This is a web api based on ```flask``` and ```recommend.py```.Using it,you can do following things
   
   - /recommend/get  
      
   Get the information about recommend movie with JSON format.

   - /recommend/put?moviename=anyname&comment=good
   
   Let the system know Which movie you choose and your comment,like good or bad.
   Then system will update the model.


####Request
 - python >= 3.4
 - requests  2.8.1

------

<h3 id="ml">My-ML-algorithm-package</h3>

click the link for deatil.
 
[My-ML-algorithm-package](ml) 
 

------

<h3 id="dudulu">dudulu</h3>
API server of text mining
[dudulu](https://github.com/MashiMaroLjc/dudulu)


-------
<h3 id="poem">poem</h3>
a chinese poem generator using base rule and probability




To Be Continue……


##Other

The reposiory record the code I write during I learning the machine learnning and data mining.
I won't provide a complete data file because they are generally too large to be stored.
But I will provide some important examples of data if necessary. 

**If you are interested in it.you can recommend your project about ML or DM and give me your URL.I will 
write the URL on my README file .At the same time I also hope you can write  URL of this reposiory
on  README file of your project.**

You can open a issue or Pull Request to me if you have a suggestion or better idea.

I will continue update the Repository for a long time,**welcome to watch it or 
give me a star for support**，thank you.



##License
Apache License 2.0

##Contact Me

Twitter [@fatfatrabbit](https://twitter.com/fat_fat_Rabbit)
<MSG> first commit……

<DFF> @@ -1,2 +1,96 @@
-# ML-and-DM-in-action
-Share my code during learning machine learning and data mining
+#ML and DM in action
+
+[中文](README-chinese.md)
+
+##Directory
+
+ - [Learn-to-identify-similar-images](#Learn-to-identify-similar-images)
+ - [BetaMeow](#BetaMeow)
+
+
+##Detail
+
+
+###Learn-to-identify-similar-images
+
+After reading some papers from internet,I implement three algorithms including Average Hash,
+Discrete cosine transform and so on,which about how to identify the similar images,by Python
+,Pillow and OpenCV.
+
+I also complete a program to find the face from picture and identify the simliar face base on
+the modal called Heer provided by OpenCV. 
+
+This is another repository and you can find it  following this link. 
+
+> [Learn-to-identify-similar-images](https://github.com/MashiMaroLjc/Learn-to-identify-similar-images)
+
+I wrote a article about it to Segmentfault,but I wrote it in chinese.
+
+
+> [识别相似图片(一)](https://segmentfault.com/a/1190000004467183)</br>
+> [识别相似图片(二)](https://segmentfault.com/a/1190000004500523?_ea=630748)
+
+
+###BetaMeow
+
+I create BetaMeow,which will play **gobang game** with you,
+after I know about the match between AlphaGo and Lee se-dol.It is different from the traditional
+gobang game AI.It make a decision by decision tree instead of search algorithms what the traditional
+gobang game AI did.
+
+BetaMeow can keep studying only you provide data.Of couse,it's not prefect，but I will update it when I have
+idea to improve it.
+
+####How To Begin
+
+Download the code and enter following code when you are in the correct directory.
+
+```
+python ai.py
+```
+Open your browser and enter ```http://localhost/five``` then you can play with BetaMeow 
+
+Pay attention to your **Port 80 is free**, otherwise you need to change the code.
+
+
+
+###Request
+
+- python >= 3.4 
+- flask 0.10.1
+
+
+##To Do List
+
+- [x] Learn-to-identify-similar-images
+- [x] gobang game AI
+- [ ] Recommend music according to your mood on sina weibo 
+- [ ] Get the data from web site of movie and analyze it
+- [ ] Build a personal  system to recommend movie,based on last point.
+
+To Be Continue……
+
+
+##Other
+
+The reposiory record the code I write during I learning the machine learnning and data mining.
+I don't provide a complete data file because they usually too big to have enough space to place it.
+But I will provide some example of data
+
+**If you are interested in it.you can recommend your project about ML or DM and give me your URL.I will 
+write the URL on my README file .At the same time I also hope you can write  URL of this reposiory
+on  README file of your project.**
+
+You can open a issue or Pull Request to me if you have a suggestion or better idea.
+
+I will continue update the Repository for a long time,**welcome to watch it or 
+give me a star for support**，thank you.
+
+
+
+##License
+Apache License 2.0
+
+##Contact Me
+
+Twitter [@fatfatrabbit](https://twitter.com/fat_fat_Rabbit)
\ No newline at end of file

first commit……