“FIN Status Report 2016-11-28”版本间的差异

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| Yuxin Zhang||  
 
| Yuxin Zhang||  
Use 1min daily data for dqt and acquire good results.<br>
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Do comparable experiments to confirm the efficiency of using 1min data.<br>
Design automated network establishing strategy.<br>
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Add volume data and bid-ask data as input for dqt.<br>
Read some papers about local minima in training neural networks.<br>
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Share a paper about transfer learning.<br>
 
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Try to add factors as part of the input data.<br>
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Implement multi-layer-perceptron algorithm.<br>
Implement experiments of drrl using 1min data.
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Explore other research branches (Multi-factor, correlation of stocks).
 
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2016年11月28日 (一) 08:19的最后版本

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Yang Wang

check drrl and dqt.
confirm that the fitted model of drrl can make profit.

establish a backtesting framework
do backtesting to the models.

Yuxin Zhang

Do comparable experiments to confirm the efficiency of using 1min data.
Add volume data and bid-ask data as input for dqt.
Share a paper about transfer learning.

Implement multi-layer-perceptron algorithm.
Explore other research branches (Multi-factor, correlation of stocks).