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@@ -41,8 +41,12 @@ I chose a a difficult example below, it's a window in the test set that deviates
Compare this to a quick LSTM baseline below, which didn't predict this divergance from the pattern. (Bear in mind that I didn't tweak this model as much). The uncertainty and prediction are also less smooth and the log probability is lower.
An LSTM with an encoder style similar to ANP's:
![](docs/lstm_with_context.png)
and a normal LSTM:
![](docs/lstm_baseline.png)
## Code