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

From PyPI:

$ pip install dm-tree

Directly from github using pip:

$ pip install git+git://github.com/deepmind/tree.git

Build from source:

$ python setup.py install

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.

Release files for dm-tree 0.1.10

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for dm-tree 0.1.10
File	Size	Uploaded
dm_tree-0.1.10.tar.gz	35.7 kB	Mar 31, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for dm-tree 0.1.10
File	Interpreter	ABI	Platform	Reset
dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 187.0 kB Mar 31, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 185.1 kB Mar 31, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
dm_tree-0.1.10-cp314-cp314t-macosx_10_15_universal2.whl 324.2 kB Mar 31, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ universal2 (ARM64, x86-64)	Details
dm_tree-0.1.10-cp314-cp314-win_amd64.whl 114.8 kB Mar 31, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
dm_tree-0.1.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 186.3 kB Mar 31, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
dm_tree-0.1.10-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 184.3 kB Mar 31, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
dm_tree-0.1.10-cp314-cp314-macosx_10_15_universal2.whl 316.6 kB Mar 31, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ universal2 (ARM64, x86-64)	Details
dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 187.0 kB Mar 31, 2026	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 185.1 kB Mar 31, 2026	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
dm_tree-0.1.10-cp313-cp313t-macosx_10_13_universal2.whl 324.1 kB Mar 31, 2026	CPython 3.13	CPython 3.13 free-threading	macOS 10.13+ universal2 (ARM64, x86-64)	Details
dm_tree-0.1.10-cp313-cp313-win_amd64.whl 112.8 kB Mar 31, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
dm_tree-0.1.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 186.2 kB Mar 31, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
dm_tree-0.1.10-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 183.8 kB Mar 31, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
dm_tree-0.1.10-cp313-cp313-macosx_10_13_universal2.whl 316.1 kB Mar 31, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ universal2 (ARM64, x86-64)	Details
dm_tree-0.1.10-cp312-cp312-win_amd64.whl 112.7 kB Mar 31, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
dm_tree-0.1.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 186.5 kB Mar 31, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
dm_tree-0.1.10-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 184.1 kB Mar 31, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
dm_tree-0.1.10-cp312-cp312-macosx_10_13_universal2.whl 316.0 kB Mar 31, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ universal2 (ARM64, x86-64)	Details
dm_tree-0.1.10-cp311-cp311-win_amd64.whl 111.5 kB Mar 31, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
dm_tree-0.1.10-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 185.0 kB Mar 31, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
dm_tree-0.1.10-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 182.7 kB Mar 31, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
dm_tree-0.1.10-cp311-cp311-macosx_10_9_universal2.whl 314.6 kB Mar 31, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ universal2 (ARM64, x86-64)	Details
dm_tree-0.1.10-cp310-cp310-win_amd64.whl 110.7 kB Mar 31, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
dm_tree-0.1.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 183.9 kB Mar 31, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
dm_tree-0.1.10-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 181.2 kB Mar 31, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
dm_tree-0.1.10-cp310-cp310-macosx_10_9_universal2.whl 311.5 kB Mar 31, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ universal2 (ARM64, x86-64)	Details

Total release size: 5.4 MB

Release files / dm_tree-0.1.10.tar.gz

Download URL	dm_tree-0.1.10.tar.gz
Size	35.7 kB
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Release files / dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	187.0 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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Release files / dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	185.1 kB
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Release files / dm_tree-0.1.10-cp314-cp314t-macosx_10_15_universal2.whl

Download URL	dm_tree-0.1.10-cp314-cp314t-macosx_10_15_universal2.whl
Size	324.2 kB
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Release files / dm_tree-0.1.10-cp314-cp314-win_amd64.whl

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Size	114.8 kB
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Release files / dm_tree-0.1.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	dm_tree-0.1.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	186.3 kB
Tags	CPython 3.14 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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Release files / dm_tree-0.1.10-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	dm_tree-0.1.10-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	184.3 kB
Tags	CPython 3.14 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`9c0f54547fbd4b82e88c71694b3836c90059b97102d3e36209f5d2fa66950964`
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Release files / dm_tree-0.1.10-cp314-cp314-macosx_10_15_universal2.whl

Download URL	dm_tree-0.1.10-cp314-cp314-macosx_10_15_universal2.whl
Size	316.6 kB
Tags	CPython 3.14 macOS 10.15+ universal2 (ARM64, x86-64)
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Release files / dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	187.0 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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Release files / dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	185.1 kB
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Release files / dm_tree-0.1.10-cp313-cp313t-macosx_10_13_universal2.whl

Download URL	dm_tree-0.1.10-cp313-cp313t-macosx_10_13_universal2.whl
Size	324.1 kB
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Release files / dm_tree-0.1.10-cp313-cp313-win_amd64.whl

Download URL	dm_tree-0.1.10-cp313-cp313-win_amd64.whl
Size	112.8 kB
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Release files / dm_tree-0.1.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	dm_tree-0.1.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	186.2 kB
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Download URL	dm_tree-0.1.10-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	183.8 kB
Tags	CPython 3.13 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
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Release files / dm_tree-0.1.10-cp313-cp313-macosx_10_13_universal2.whl

Download URL	dm_tree-0.1.10-cp313-cp313-macosx_10_13_universal2.whl
Size	316.1 kB
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Size	112.7 kB
Tags	CPython 3.12 Windows x86-64
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Release files / dm_tree-0.1.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	dm_tree-0.1.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	186.5 kB
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Release files / dm_tree-0.1.10-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	dm_tree-0.1.10-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	184.1 kB
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Release files / dm_tree-0.1.10-cp312-cp312-macosx_10_13_universal2.whl

Download URL	dm_tree-0.1.10-cp312-cp312-macosx_10_13_universal2.whl
Size	316.0 kB
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Release files / dm_tree-0.1.10-cp311-cp311-win_amd64.whl

Download URL	dm_tree-0.1.10-cp311-cp311-win_amd64.whl
Size	111.5 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`a1c82dd4726a16ac6b6f7a77a5fb097ee396fd349ae301407eb5736f15b8fa16`
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Release files / dm_tree-0.1.10-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	dm_tree-0.1.10-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	185.0 kB
Tags	CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`f0e8907bb6809dc195be3af077e382126eaebe06c00f835d09ae26e36d2165ff`
BLAKE2b-256 checksum How to use checksums	`7810587a2cdc05995069aa63b659d884eb3e58a3c86a5b4a00acdb7a316bddf3`
Upload date	Mar 31, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release files / dm_tree-0.1.10-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	dm_tree-0.1.10-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	182.7 kB
Tags	CPython 3.11 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`cacef6180fcfef30bab2cac5164e753e2f7a2e60e5da0feb81f2d318416f8d98`
BLAKE2b-256 checksum How to use checksums	`40723bafa58492862360113c1cccb26747c7863d417271e1572bacb3c281162f`
Upload date	Mar 31, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release files / dm_tree-0.1.10-cp311-cp311-macosx_10_9_universal2.whl

Download URL	dm_tree-0.1.10-cp311-cp311-macosx_10_9_universal2.whl
Size	314.6 kB
Tags	CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`8218af7b99701bb8b03001c82961dc2cf81d7a734958206d2ea1ede8fbbe2b5f`
BLAKE2b-256 checksum How to use checksums	`87dcb01d0f70cde99b306731216a98287ba5926a50f27222f2ada0b99ad0911f`
Upload date	Mar 31, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release files / dm_tree-0.1.10-cp310-cp310-win_amd64.whl

Download URL	dm_tree-0.1.10-cp310-cp310-win_amd64.whl
Size	110.7 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`d7f42b2148a1a3758230fbf93c06b9475e5d4bd62a4d19eacafa8210b03421ac`
BLAKE2b-256 checksum How to use checksums	`499f6fea8ba8cb69136af0511868bc41dfb88d0b8c3a85497dbbf16271cd84a7`
Upload date	Mar 31, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release files / dm_tree-0.1.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	dm_tree-0.1.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	183.9 kB
Tags	CPython 3.10 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`7644b24bb5c7810b601f4b28cf6e4b516da96713ebfd9e45585240318c6b9384`
BLAKE2b-256 checksum How to use checksums	`6dd62b88e4eb5e3e5ecf9d61afe55e463ce7c9e4d1dc6630b9f7038a62e548d1`
Upload date	Mar 31, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release files / dm_tree-0.1.10-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	dm_tree-0.1.10-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	181.2 kB
Tags	CPython 3.10 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`0fcf11edc379723b8a17b76b6f63643e9280d55f23c37994805bf27282074192`
BLAKE2b-256 checksum How to use checksums	`7cb92f6278c07728c60411d363aab1b5de53b75bb3bdf27032e871c240f3b4de`
Upload date	Mar 31, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release files / dm_tree-0.1.10-cp310-cp310-macosx_10_9_universal2.whl

Download URL	dm_tree-0.1.10-cp310-cp310-macosx_10_9_universal2.whl
Size	311.5 kB
Tags	CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`b8b606661abcb5336e60ce4cd6f3bec794ec794f91d8de001c1ea451dd7a7411`
BLAKE2b-256 checksum How to use checksums	`5276781bc1a8ce0f4be153755e36be547d7d36964fb6d265b9b29503ed3e0a0f`
Upload date	Mar 31, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release history Release notifications | RSS feed

This release

0.1.10 This release

Mar 31, 2026 27 release files

0.1.9

Jan 30, 2025 20 release files

0.1.8

Dec 18, 2022 46 release files

0.1.7

Apr 11, 2022 22 release files

0.1.6

Apr 12, 2021 26 release files

0.1.5

May 1, 2020 16 release files

0.1.4

Mar 30, 2020 13 release files

0.1.2

Jan 29, 2020 13 release files

0.1.1

Nov 11, 2019 13 release files

0.1.0

Nov 5, 2019 9 release files

dm-tree 0.1.10

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Release files for dm-tree 0.1.10

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Release files / dm_tree-0.1.10.tar.gz

Release files / dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / dm_tree-0.1.10-cp314-cp314t-macosx_10_15_universal2.whl

Release files / dm_tree-0.1.10-cp314-cp314-win_amd64.whl

Release files / dm_tree-0.1.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / dm_tree-0.1.10-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / dm_tree-0.1.10-cp314-cp314-macosx_10_15_universal2.whl

Release files / dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / dm_tree-0.1.10-cp313-cp313t-macosx_10_13_universal2.whl

Release files / dm_tree-0.1.10-cp313-cp313-win_amd64.whl

Release files / dm_tree-0.1.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / dm_tree-0.1.10-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / dm_tree-0.1.10-cp313-cp313-macosx_10_13_universal2.whl

Release files / dm_tree-0.1.10-cp312-cp312-win_amd64.whl

Release files / dm_tree-0.1.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / dm_tree-0.1.10-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / dm_tree-0.1.10-cp312-cp312-macosx_10_13_universal2.whl

Release files / dm_tree-0.1.10-cp311-cp311-win_amd64.whl

Release files / dm_tree-0.1.10-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / dm_tree-0.1.10-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / dm_tree-0.1.10-cp311-cp311-macosx_10_9_universal2.whl

Release files / dm_tree-0.1.10-cp310-cp310-win_amd64.whl

Release files / dm_tree-0.1.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / dm_tree-0.1.10-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / dm_tree-0.1.10-cp310-cp310-macosx_10_9_universal2.whl

Release history Release notifications | RSS feed