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  • Happiness narratives

  • Data Discrepancies

    • The stats

  • Results

    • SVR Joy

    • SVM Joy

    • Lasso Joy

    • Lasso Sadness

    • SVR Sadness

    • SVM Sadness

  • Correlation

  • Neural Networks

    • RELU unscaled results

    • Linear Unscaled results

    • RNN scaled results

    • RNN unscaled results

  • Meeting Notes

    • 5-13

Books
Happiness narratives
Neural Networks

Neural Networks

RELU unscaled results

Joy train on 9 folds, test on 1 2020-05-13 12:15:50,734 - INFO - allennlp.common.util - Metrics:...

Linear Unscaled results

Joy lr = 0.001 Really bad, mean absolute error of 1.3ish at the end. lr = 0.0001 Seemed to ov...

RNN scaled results

3 hid lr 0.00001 2020-05-14 22:57:02,171 - INFO - allennlp.common.util - Metrics: { "best_ep...

RNN unscaled results

Glove embeddings 64 dimensional RNN 1 hidden layer 2 hidden layers 0.0001 lr 2020-05-19 23:1...

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Created 4 years ago by kenneth
Updated 4 years ago by kenneth
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