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Update README.md
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@@ -28,6 +28,8 @@ with Trace(net, 'layer.name') as ret:
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representation = ret.output
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```
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Read the [nethook Trace source code](https://github.com/davidbau/baukit/blob/main/baukit/nethook.py) for more information.
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## Widget library
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`show` is a feature-rich alternative to Jupyter notebook `display`;
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@@ -70,6 +72,8 @@ execute the code `plot.freq = 5.0`, the plot will update live, in-place,
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to show the new curve, and the freq slider will also move to 5. And
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of course, dragging the slider will also change the values live.
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The [labwidget source code](https://github.com/davidbau/baukit/blob/main/baukit/labwidget.py) has much more detail.
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## Online statistics library
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`Covariance`, `Mean`, `Quantile`, `TopK`, and other data summarization
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@@ -92,6 +96,8 @@ median = cs.qc.quantile(0.5)
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top_values, top_indexes = cs.tk.topk(10)
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```
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The [runningstats source code](https://github.com/davidbau/baukit/blob/main/baukit/runningstats.py) shows other things you can do.
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## Improved basic dataset objects
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`ImageFolderSet` is faster and provides more features than
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