TSA

Machine learning in time series analysis

programs for test: test_EKF.py 用来测试新功能块的程序 gramTest.py 用来测试不太确定的python, numpy 或 theano 特性 scan_time.py 用来测试theano中的循环

programs for backup and referring:

simpleRNN.py 一个简单的RNN例子，序列化的处理方式，音调识别的例子 simpleLSTMtmp.py 来在Deeplearing的参考程序 simpleLSTM.py LSTM的简单例子 simpleFF_s.py 序列化的简单前向网络 simpleFF.py 使用构造数据的前向网络 rnn.py 一个简单的RNN例子，来自https://github.com/gwtaylor/theano-rnn blockRNN.py RNN的分块化实现

adaRNN.py 使用ada训练的RNN EKF_RNN.py 使用EKF训练的RNN

programs Under development: PRNN.py 级联的RNN，用于信号实时处理的结构 MaskRNN.py 使用额处掩码的RNN，使用ada训练 CW_RNN.py 基于MaskRNN的CW-RNN实现，使用ada训练 MaskRNN_EKF 使用EKF训练的MaskRNN

others: idmb*.py LSTM例子所需要的数据预处理程序

Name		Name	Last commit message	Last commit date
Latest commit History 36 Commits
data		data
utilities		utilities
.gitattributes		.gitattributes
.gitignore		.gitignore
EKF_LSTM.py		EKF_LSTM.py
EKF_RNN.py		EKF_RNN.py
IDRNN_EKF.py		IDRNN_EKF.py
LICENSE		LICENSE
LSTM.py		LSTM.py
MaskRNN_EKF.py		MaskRNN_EKF.py
MaskRNN_EKF1.py		MaskRNN_EKF1.py
MaskRNN_EKF1_copy.py		MaskRNN_EKF1_copy.py
PRNN.py		PRNN.py
README.md		README.md
adaRNN.py		adaRNN.py
batch_exec.py		batch_exec.py
gramTest.py		gramTest.py
imdb.py		imdb.py
imdb_preprocess.py		imdb_preprocess.py
maskRNN.py		maskRNN.py
plot_data.py		plot_data.py
rnn.py		rnn.py
scan_time.py		scan_time.py
simpleFF.py		simpleFF.py
simpleFF_s.py		simpleFF_s.py
simpleLSTM.py		simpleLSTM.py
simpleLSTMtmp.py		simpleLSTMtmp.py
simpleRNN.py		simpleRNN.py
test_EKF.py		test_EKF.py

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