Update README.md
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README.md
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@@ -18,12 +18,12 @@ Please notice that once you load up the smartmeter data, there are inputs create
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time inputs, giving the model the ability to keep track of the daytime of each instance. Finally, the inputs are merged into an input df, standardized, and differenced.
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After that, some functions are used to give the user the ability to use time windows from the data. Based on these, the model generates forecasts.
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![Model](https://github.com/
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The first models created are a simple baseline model, used for evaluating the performance of the later on built LSTM model. The baseline model simply shifts the values by t=1. Hence,
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there is no t=0 and each timestamp uses the value from t-1.
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Finally, there's the 2-layer plain vanilla LSTM. After 11 epochs, I reached a loss of 10.86. The main idea here is to build a basic forecasting model for which this seems appropriate.
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![LTSM](https://github.com/
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***Happy Hacking!***
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time inputs, giving the model the ability to keep track of the daytime of each instance. Finally, the inputs are merged into an input df, standardized, and differenced.
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After that, some functions are used to give the user the ability to use time windows from the data. Based on these, the model generates forecasts.
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+
![Model](https://github.com/scalytics/LSTM-NNW/blob/main/LST-E/model.png)
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The first models created are a simple baseline model, used for evaluating the performance of the later on built LSTM model. The baseline model simply shifts the values by t=1. Hence,
|
24 |
there is no t=0 and each timestamp uses the value from t-1.
|
25 |
Finally, there's the 2-layer plain vanilla LSTM. After 11 epochs, I reached a loss of 10.86. The main idea here is to build a basic forecasting model for which this seems appropriate.
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27 |
+
![LTSM](https://github.com/scalytics/LSTM-NNW/blob/main/LST-E/lstm.png)
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***Happy Hacking!***
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