rnn
所属分类：人工智能/神经网络/深度学习
开发工具：Haskell
文件大小：26KB
下载次数：0
上传日期：2015-09-30 19:49:18
上 传 者：
sh-1993
说明： 玩递归神经网络
(playing with recurrent neural networks)
文件列表:
LICENSE (1274, 2015-10-01)
Setup.hs (87, 2015-10-01)
exe (0, 2015-10-01)
exe\main.hs (12553, 2015-10-01)
rnn.cabal (2317, 2015-10-01)
src (0, 2015-10-01)
src\AI (0, 2015-10-01)
src\AI\Network (0, 2015-10-01)
src\AI\Network\RNN.hs (1133, 2015-10-01)
src\AI\Network\RNN (0, 2015-10-01)
src\AI\Network\RNN\Data.hs (7046, 2015-10-01)
src\AI\Network\RNN\Expr.hs (7049, 2015-10-01)
src\AI\Network\RNN\Genetic.hs (9530, 2015-10-01)
src\AI\Network\RNN\LSTM.hs (10009, 2015-10-01)
src\AI\Network\RNN\RNN.hs (6955, 2015-10-01)
src\AI\Network\RNN\Types.hs (4210, 2015-10-01)
src\AI\Network\RNN\Util.hs (5839, 2015-10-01)
test (0, 2015-10-01)
test\rnn-test.hs (12763, 2015-10-01)
This little project is just me playing around with the concepts of Recurrent Neural Networks and Long-Short Term Memory networks.
You can find the code mainly in the LSTM and RNN modules, with the Types module defining the types and the Utils module some utility functions.
There is also a genetic algorithm module built on top of simple-genetic-algorithm-mr, and some text encoding/decoding functions in Data.
The main module shows the library being exercised to generate "Hello World!", you can have a look for inspiration. Any feed back welcome!
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