Tree crown prediction using deep learning retinanets

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for bw4sz from gravatar.com bw4sz Avatar for ethanwhite from gravatar.com ethanwhite Avatar for henrysenyondo from gravatar.com henrysenyondo

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT
  • Author: Ben Weinstein
  • Requires: Python >=3
Report project as malware

Project description

Deepforest

Full documentation

http://deepforest.readthedocs.io/en/latest/

Installation

Compiled wheels have been made for linux, osx and windows

#Install DeepForest
pip install DeepForest

Or install the latest version from Github

git clone https://github.com/weecology/DeepForest.git

conda env create --file=environment.yml

conda activate DeepForest

Get in touch

See the GitHub Repo to see the source code or submit issues and feature requests.

Citation

If you use this software in your research please cite it as:

Geographic Generalization in Airborne RGB Deep Learning Tree Detection Ben. G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White bioRxiv 790071; doi: https://doi.org/10.1101/790071

Acknowledgments

Development of this software was funded by the Gordon and Betty Moore Foundation's Data-Driven Discovery Initiative through Grant GBMF4563 to Ethan P. White.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for bw4sz from gravatar.com bw4sz Avatar for ethanwhite from gravatar.com ethanwhite Avatar for henrysenyondo from gravatar.com henrysenyondo

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT
  • Author: Ben Weinstein
  • Requires: Python >=3

Release history Release notifications | RSS feed

2.0.0

2.0.0rc2 pre-release

1.5.2

1.5.1.dev0 pre-release

1.5.0

1.4.1

1.4.0

1.4.0.dev0 pre-release

1.3.3

1.3.2

1.3.1

1.3.0

1.2.7

1.2.4

1.2.3

1.2.2

1.2.1

1.2.0

1.1.4

1.1.3

1.1.2

1.1.1

1.1.0

1.0.9

1.0.8

1.0.6

1.0.5

1.0.0

0.3.8

0.3.7

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.0

0.2.19

0.2.18

0.2.17

0.2.16

0.2.15

0.2.14

This version

0.2.13

0.2.12

0.2.10

0.2.9

0.2.8

0.2.7

0.2.6

0.2.5

0.2.4

0.0.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

deepforest-0.2.13.tar.gz (9.1 MB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

deepforest-0.2.13-cp38-cp38-win_amd64.whl (9.2 MB view details)

Uploaded CPython 3.8Windows x86-64

deepforest-0.2.13-cp38-cp38-win32.whl (9.2 MB view details)

Uploaded CPython 3.8Windows x86

deepforest-0.2.13-cp38-cp38-manylinux2010_x86_64.whl (9.3 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.12+ x86-64

deepforest-0.2.13-cp38-cp38-manylinux2010_i686.whl (9.3 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.12+ i686

deepforest-0.2.13-cp38-cp38-manylinux1_x86_64.whl (9.3 MB view details)

Uploaded CPython 3.8

deepforest-0.2.13-cp38-cp38-manylinux1_i686.whl (9.3 MB view details)

Uploaded CPython 3.8

deepforest-0.2.13-cp38-cp38-macosx_10_9_x86_64.whl (9.2 MB view details)

Uploaded CPython 3.8macOS 10.9+ x86-64

deepforest-0.2.13-cp37-cp37m-win_amd64.whl (9.2 MB view details)

Uploaded CPython 3.7mWindows x86-64

deepforest-0.2.13-cp37-cp37m-win32.whl (9.2 MB view details)

Uploaded CPython 3.7mWindows x86

deepforest-0.2.13-cp37-cp37m-manylinux2010_x86_64.whl (9.3 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.12+ x86-64

deepforest-0.2.13-cp37-cp37m-manylinux2010_i686.whl (9.2 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.12+ i686

deepforest-0.2.13-cp37-cp37m-manylinux1_x86_64.whl (9.3 MB view details)

Uploaded CPython 3.7m

deepforest-0.2.13-cp37-cp37m-manylinux1_i686.whl (9.2 MB view details)

Uploaded CPython 3.7m

deepforest-0.2.13-cp37-cp37m-macosx_10_6_intel.whl (9.2 MB view details)

Uploaded CPython 3.7mmacOS 10.6+ Intel (x86-64, i386)

deepforest-0.2.13-cp36-cp36m-win_amd64.whl (9.2 MB view details)

Uploaded CPython 3.6mWindows x86-64

deepforest-0.2.13-cp36-cp36m-win32.whl (9.2 MB view details)

Uploaded CPython 3.6mWindows x86

deepforest-0.2.13-cp36-cp36m-manylinux2010_x86_64.whl (9.3 MB view details)

Uploaded CPython 3.6mmanylinux: glibc 2.12+ x86-64

deepforest-0.2.13-cp36-cp36m-manylinux2010_i686.whl (9.2 MB view details)

Uploaded CPython 3.6mmanylinux: glibc 2.12+ i686

deepforest-0.2.13-cp36-cp36m-manylinux1_x86_64.whl (9.3 MB view details)

Uploaded CPython 3.6m

deepforest-0.2.13-cp36-cp36m-manylinux1_i686.whl (9.2 MB view details)

Uploaded CPython 3.6m

deepforest-0.2.13-cp36-cp36m-macosx_10_6_intel.whl (9.2 MB view details)

Uploaded CPython 3.6mmacOS 10.6+ Intel (x86-64, i386)

File details

Details for the file deepforest-0.2.13.tar.gz.

File metadata

  • Download URL: deepforest-0.2.13.tar.gz
  • Upload date:
  • Size: 9.1 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13.tar.gz
Algorithm Hash digest
SHA256 b2a0b8b74b30cac5a96f2094582f81573ea8fc76a23908c8cdfbb2b963bf934d
MD5 202effe710e37c672c9ff418a08739c6
BLAKE2b-256 caf562245e1d2fe9204cb79ae4b66b9843ce0c745f7344ed0aa26cf49822612b

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 0e9734a71925594d0362eef9ef87886f93ca46937c834544c08f6fea2fe621e2
MD5 bc0688ff148609ab597dd239a9cb27a9
BLAKE2b-256 a7367f0f56f6b93e51f7d887ac27cbf41c2da66ea0956dce30bfc244ed6fb6f5

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp38-cp38-win32.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp38-cp38-win32.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 ea2ff96430475d3dae4a08bf6c3f68db4323f384e5c82ae4d79b7bddb19f4cc0
MD5 a2434e9bfa0e8f6fe077cf226c017478
BLAKE2b-256 f3d602f968348b6e59474bf7ca080477155f391e30bdb8e6385d501d5182112c

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp38-cp38-manylinux2010_x86_64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp38-cp38-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp38-cp38-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 67731742196edf7408a28f33663ad63adbfd1c5996fee00fee3fdb3f5e7eb0b2
MD5 41584fd1c1284b7af5253eed22be4a78
BLAKE2b-256 d2916b0cc969f9a8a7cbe86368c7694cae2cd04f20b453192d78c01a2fe9e480

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp38-cp38-manylinux2010_i686.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp38-cp38-manylinux2010_i686.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp38-cp38-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 959a019fd8c84048c2f94b59ec2f8daeeac4f534991e85866ebd8a815557c1a1
MD5 523717fcdbf0c58ad6846eb11d34710d
BLAKE2b-256 d9252cfa4d086bab32819f94bdd34222ede52af58d3655a61b57d9830e4ae4bf

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 8aa5f1ae0d26dad587c08286bd37f771a06eb728a9f74c1d8e15bc9c0b4d8652
MD5 43ad99003cbfa7dff3c1662a1ead2b7d
BLAKE2b-256 37c888753b9cbbbceb336776c953a4c73db27b239dd21d3b2c4174e51d2a7cbe

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp38-cp38-manylinux1_i686.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp38-cp38-manylinux1_i686.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp38-cp38-manylinux1_i686.whl
Algorithm Hash digest
SHA256 4ca9ee0bd3ce08772f29c2882fa781480bc9f93da6f56f51d99a2bc592c4cc26
MD5 7ce6de63173c9d405556ef29016fd67f
BLAKE2b-256 8d4e49b0ad8a4ce35db9f5e796241779611196ec6e6bae2ac36482f479811453

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 446a0d98994341eb2199ea92e5b974e61870b5b3882be757217e38244941219f
MD5 87d111bbf58afe48b1a4f4fe8a78749d
BLAKE2b-256 e33a258dc24ec903c2fa5a50f96c390b2defc2dc7836120cbb22cc81f4e7a772

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 dc8c052eb9aecf212b7f6d38e90685d25d61f8b2325b26cc0fd326858f51122d
MD5 80d8a57070094b1254ab72d64a529024
BLAKE2b-256 738c7e26e316535641e363390b2926cdc81f2d9e345f5447929834bc23844909

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp37-cp37m-win32.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 18e0783c8f529be5ad658763de4e960eec40e4228d9c6777cf62b437102beb1c
MD5 e8b50ccd6e06027fc365e5898fac7879
BLAKE2b-256 b23e1b935891ac684295c37d76f91a506d2a9dd180f1f701cf656fe1f5d05423

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp37-cp37m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp37-cp37m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp37-cp37m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 fa132962e5358f3263947f4c5b52ecf7455826e5e611a6ae443c37cf72735751
MD5 fc59f8ffe0d4f0fc939f6ce75b8d2bc8
BLAKE2b-256 b67d60b0a36eb992ffbc5ffa9bb45318a5502aa113601cd03cb3d6d05d136ba0

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp37-cp37m-manylinux2010_i686.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp37-cp37m-manylinux2010_i686.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp37-cp37m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 92dd981786426003ff6493a11f6174d347e88d3e9a12ae873d318387eb1a77a4
MD5 088e7726aa60efe3897c8c799aa3365c
BLAKE2b-256 719ef15a6ea5f8b24bfd793ff3826331cb4064f111a5d013f10e7e91565f3293

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 4b3716490004427bced17d7f68035be8a604a42f52b87fc093851115d2713f9c
MD5 184ace57f399f98f964f6762ae0546e1
BLAKE2b-256 f8d6d1265e122129898d46bbbc2cb38db37774885f2d0bfbbeed9d4557c4556e

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp37-cp37m-manylinux1_i686.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp37-cp37m-manylinux1_i686.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp37-cp37m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 c6d92aaea097d9208dfaab30ca3ccc0a335226bfb35acdd52e6b61a0e954775c
MD5 3ab62c40c4e68bf0a21fa7a58bc33c97
BLAKE2b-256 dd98bbc90a7fb97d7d58137f0c2811f612a0d99b5d027ed580c86e53d894cbf7

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp37-cp37m-macosx_10_6_intel.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp37-cp37m-macosx_10_6_intel.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.7m, macOS 10.6+ Intel (x86-64, i386)
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp37-cp37m-macosx_10_6_intel.whl
Algorithm Hash digest
SHA256 a49e982aad6200c95b4672844d4bf66cc3b55d545c50d4d485cd189ca7c6a169
MD5 5e39b786037e25329e8542ca7fddf3a6
BLAKE2b-256 1190400c7067c9e541b44d0b06591ace72269854a4d1f72a2dbb3d0d21def896

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 0c0efa2e3f3225ecec97e03f77b9898a262570148da4987005c81e00bd13d6af
MD5 d8ab9ac0bd7e9a14a68647b7e1a06765
BLAKE2b-256 44b6a9b6602f74ce2e1ef0d89f8fb7c88a7a12bcf48c1ecc49339731179f9797

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp36-cp36m-win32.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp36-cp36m-win32.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.6m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp36-cp36m-win32.whl
Algorithm Hash digest
SHA256 3e9af88f779cf19165b68f7f7f67959a17297d804a1eb86c0248edf5b4e0cb07
MD5 b57c8b1bdc4b4af3521e5cf5b2a89c17
BLAKE2b-256 f47aa84db6ddbcafe20d4e66be9645908093722fb68d30fb10d66c5248f1792d

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp36-cp36m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp36-cp36m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 f7818e445f0d5e8aa033cb2c30ae8e9086a32467e13865746fa7b06f8c070611
MD5 1ba73ee9b7012d2594f9d58864eed9c9
BLAKE2b-256 c2e4e68f6e10bbb6360b30f6f870cd17cb986fea6784fd9763236defb3dfe36b

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp36-cp36m-manylinux2010_i686.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp36-cp36m-manylinux2010_i686.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp36-cp36m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 fffd2c171fd56b47359962ee73295493df52229995f53b8e27bc4399fbac2e0a
MD5 7dee488aa47b57ad3a3fed0f166c5c34
BLAKE2b-256 6befe949d70b5b0afff2284b4b60e3db02d20cead3f3112680e963c2a073045d

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 9.3 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 ba735448728c49a424f6a1a124f0cc85776230e92420392ae904785f52e1614f
MD5 a9eb32ec228322d7d11029c0597e12c3
BLAKE2b-256 e9c2c6b8bdbdf3ff80c3089a8be11b7656eea3e0319c87b3495d80df55ba71d3

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp36-cp36m-manylinux1_i686.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp36-cp36m-manylinux1_i686.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp36-cp36m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 8ef614845bae73346c556ac3eb032b1e9f647c6b423e3462cc79b79af87ddf00
MD5 9025fd1fe4cbb96181bd56a687317033
BLAKE2b-256 7da6c5c57f68c0663eb24a335acbc2323b1ee7d4775f88d2aa8629c8b53da2a6

See more details on using hashes here.

File details

Details for the file deepforest-0.2.13-cp36-cp36m-macosx_10_6_intel.whl.

File metadata

  • Download URL: deepforest-0.2.13-cp36-cp36m-macosx_10_6_intel.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.6m, macOS 10.6+ Intel (x86-64, i386)
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.9

File hashes

Hashes for deepforest-0.2.13-cp36-cp36m-macosx_10_6_intel.whl
Algorithm Hash digest
SHA256 3a50ed5abf2b43759c645dcc385ca49d81d8fa221d2202355e82fc8abf77c8e6
MD5 a4fbed44a40ab1d987a2e718ba6b122d
BLAKE2b-256 0e4d5309e5181e9b3cb833a41a7c8033481ceed5f3008c326d72a814acf78619

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page