Tudor Lapusan

Support for tf df trees #181

4

@parrt it contains the visualisations for Random Forest algo. The tensorflow DF contains more algorithms for decision forests and we can add them also in the future. close #181

Support for tensorflow - decision forest

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https://blog.tensorflow.org/2021/05/introducing-tensorflow-decision-forests.html

Include more details about tree nodes

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Nodes can contain more informations like impurity and number of samples which we can include in visualisations. A feature request from this article : https://towardsdatascience.com/everything-you-ever-wanted-to-know-about-decision-trees-in-python-17e8edb6b37b

Discover which are the most consuming parts for each visualisations/libraries and try to optimise them.

refactor based on comments from PR #112

Decision path through node thresholds

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Hi, I would like to ask you about the decision node path in case the node has a categorical or numerical threshold. What I observed is when I have a...

Better highlight the node split value

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When the node distribution value is pretty large, is hard to get the actual spliting value of the node.

Integrate AI for a better explanation of the plots and decision tree structures

AttributeError: 'Rectangle' object has no attribute 'patches'

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We introduced this fix here : https://github.com/parrt/dtreeviz/pull/266, when a node will not contain samples from each label. By filtering out those labels, we can have the situation when only a...