Changes between Version 77 and Version 78 of GSoC/Ideas


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Timestamp:
03/25/13 12:51:40 (16 months ago)
Author:
thocevar
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  • GSoC/Ideas

    v77 v78  
    77''Ideas are listed in no particular order.'' 
    88 
    9 == Open ideas == 
     9== Open ideas for 2013 == 
    1010 
    1111=== Porting Python code to Orange 3.0 === 
     
    1919Possible mentors: Janez 
    2020 
     21 
     22=== Neural Networks === 
     23 
     24Orange implements many algorithms for classification, but currently lacks support for neural network learning. The task consists of implementing neural networks (multilayer perceptron, convolutional and deep belief networks) in Python with numpy. Neural networks will be implemented as an addon to Orange. 
     25 
     26Level from 1 (beginner) to 5 (professional): 4 
     27 
     28Possible mentors: Jure 
     29 
     30 
     31=== dictyExpress === 
     32 
     33The [http://dictyexpress.biolab.si/ dictyExpress] is an interactive, web-based exploratory data analytics application for analysis of over 1,000 Dictyostelium gene expression experiments. The app is basically a web interface to Orange algorithms that run in the cloud. We are porting the obsolete Flash user interface to HTML5/JavaScript. This is an extremely multidisciplinary project that requires wide range of skills.  
     34 
     35Useful skills: JavaScript, HTML5, CSS3, AngularJS, Bootstrap, Python, Django, basic bioinformatics knowledge. 
     36 
     37Level from 1 (beginner) to 5 (professional): 4 
     38 
     39Possible mentors: Miha 
     40 
     41 
     42== Previous ideas == 
     43 
    2144=== Data input from mldata.org === 
    2245 
     
    2952Possible mentors: Blaž 
    3053 
    31 === Neural Networks === 
    32  
    33 Orange implements many algorithms for classification, but currently lacks support for neural network learning. The task consists of implementing neural networks (multilayer perceptron, convolutional and deep belief networks) in Python with numpy. Neural networks will be implemented as an addon to Orange. 
    34  
    35 Level from 1 (beginner) to 5 (professional): 4 
    36  
    37 Possible mentors: Jure 
    3854 
    3955=== Support for parallel computation for scripting/backend === 
     
    96112 
    97113Possible mentors: Blaž 
    98  
    99 === dictyExpress === 
    100  
    101 The [http://dictyexpress.biolab.si/ dictyExpress] is an interactive, web-based exploratory data analytics application for analysis of over 1,000 Dictyostelium gene expression experiments. The app is basically a web interface to Orange algorithms that run in the cloud. We are porting the obsolete Flash user interface to HTML5/JavaScript. This is an extremely multidisciplinary project that requires wide range of skills.  
    102  
    103 Useful skills: JavaScript, HTML5, CSS3, AngularJS, Bootstrap, Python, Django, basic bioinformatics knowledge. 
    104  
    105 Level from 1 (beginner) to 5 (professional): 4 
    106  
    107 Possible mentors: Miha