Tree is a library for working with nested data structures.

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Project description

Tree

tree is a library for working with nested data structures. In a way, tree generalizes the builtin map function which only supports flat sequences, and allows to apply a function to each "leaf" preserving the overall structure.

>>> import tree
>>> structure = [[1], [[[2, 3]]], [4]]
>>> tree.flatten(structure)
[1, 2, 3, 4]
>>> tree.map_structure(lambda v: v**2, structure)
[[1], [[[4, 9]]], [16]]

tree is backed by an optimized C++ implementation suitable for use in demanding applications, such as machine learning models.

Installation

Install tree by running:

$ pip install dm-tree

Support

If you are having issues, please let us know by filing an issue on our issue tracker.

License

The project is licensed under the Apache 2.0 license.

Project details

These details have not been verified by PyPI

Project links

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Release history Release notifications | RSS feed

0.1.8

Dec 18, 2022

0.1.7

Apr 11, 2022

0.1.6

Apr 12, 2021

0.1.5

May 1, 2020

0.1.4

Mar 30, 2020

This version

0.1.2

Jan 29, 2020

0.1.1

Nov 11, 2019

0.1.0

Nov 5, 2019

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dm-tree-0.1.2.tar.gz (31.5 kB view hashes)

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dm_tree-0.1.2-cp37-cp37m-win_amd64.whl (86.0 kB view hashes)

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dm_tree-0.1.2-cp36-cp36m-win_amd64.whl (86.0 kB view hashes)

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dm_tree-0.1.2-cp35-cp35m-win_amd64.whl (86.0 kB view hashes)

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