├── .gitignore ├── README.md ├── models ├── Experiments2_VanillaRNN.py ├── __init__.py ├── attention_decoder.py ├── data_cleaning.py ├── data_partitioning.py ├── lstm_attention_v0.py ├── lstm_attention_v1.py ├── lstm_v01.py ├── lstm_v02.py ├── lstm_v02_analysis.py ├── lstm_v03.py ├── lstm_v03_analysis.py ├── lstm_v04.py ├── lstm_v04_analysis.py ├── lstm_v05.py └── lstm_v05_analysis.py ├── notebooks ├── __init__.py ├── avis-kernel.ipynb ├── data_cleaning.ipynb ├── exploration-filter-non-continuous-news.ipynb ├── exploration-filter-non-continuous-stocks.ipynb ├── se_kernel_v0.ipynb └── se_kernel_v1.py ├── report ├── Diagram.png ├── LSTMAgrid.png ├── LSTMgrid.png ├── Shuffling.png ├── Stocks.png ├── lstm_att_v0_ts_1_drop_04_cells_64.png ├── lstm_att_v0_ts_5_drop_0_cells_64.png ├── lstm_plot1.png ├── lstm_plot2.png ├── main.bbl ├── main.pdf ├── main.tex ├── nicefrac.sty ├── nips_2016.sty ├── printlen.sty ├── ref.bib └── temp └── utils └── utils.py /.gitignore: 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