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Mike Clark
2020-11-01 00:17:19 +00:00
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@@ -98,7 +98,9 @@ This has a better calibrated uncertainty and a better fit
## Experiment: Comparing models on toy 1d regression
I put some work into replicating the behaviour shown in the [original deepmind tensorflow notebook](https://github.com/deepmind/neural-processes/blob/master/attentive_neural_process.ipynb). At the same time I compared multiple models.
I put some work into replicating the behaviour shown in the [original deepmind tensorflow notebook](https://github.com/3springs/attentive-neural-processes/blob/RANPfSD/anp-rnn_1d_regression.ipynb). At the same time I compared multiple models.
Note this is in the RANPfSD branch.
### Results
@@ -119,7 +121,7 @@ Compare deepmind:
![](docs/deepmind1.png)
And this repo with an ANP (anp_1d_regression.ipynb)
And this repo with an ANP (https://github.com/3springs/attentive-neural-processes/blob/RANPfSD/anp-rnn_1d_regression.ipynb)
![](docs/replicate2.png)