Skip to main content

Simple, fast random forests

Project description

Biosphere

Simple, fast random forests.

Currently supports Out-Of-Bag predictions only.

Project details


Download files

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

Source Distribution

biosphere-0.2.0.tar.gz (15.3 kB view details)

Uploaded Source

Built Distributions

biosphere-0.2.0-cp310-none-win_amd64.whl (225.4 kB view details)

Uploaded CPython 3.10 Windows x86-64

biosphere-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

biosphere-0.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.1 MB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARM64

biosphere-0.2.0-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (671.8 kB view details)

Uploaded CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

biosphere-0.2.0-cp310-cp310-macosx_10_7_x86_64.whl (342.4 kB view details)

Uploaded CPython 3.10 macOS 10.7+ x86-64

biosphere-0.2.0-cp39-none-win_amd64.whl (225.7 kB view details)

Uploaded CPython 3.9 Windows x86-64

biosphere-0.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

biosphere-0.2.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.1 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARM64

biosphere-0.2.0-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (671.8 kB view details)

Uploaded CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

biosphere-0.2.0-cp39-cp39-macosx_10_7_x86_64.whl (342.4 kB view details)

Uploaded CPython 3.9 macOS 10.7+ x86-64

biosphere-0.2.0-cp38-none-win_amd64.whl (225.9 kB view details)

Uploaded CPython 3.8 Windows x86-64

biosphere-0.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

biosphere-0.2.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.1 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARM64

biosphere-0.2.0-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (671.8 kB view details)

Uploaded CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64

biosphere-0.2.0-cp38-cp38-macosx_10_7_x86_64.whl (342.4 kB view details)

Uploaded CPython 3.8 macOS 10.7+ x86-64

biosphere-0.2.0-cp37-none-win_amd64.whl (226.0 kB view details)

Uploaded CPython 3.7 Windows x86-64

biosphere-0.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ x86-64

biosphere-0.2.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.1 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ ARM64

biosphere-0.2.0-cp37-cp37m-macosx_10_7_x86_64.whl (342.4 kB view details)

Uploaded CPython 3.7m macOS 10.7+ x86-64

File details

Details for the file biosphere-0.2.0.tar.gz.

File metadata

  • Download URL: biosphere-0.2.0.tar.gz
  • Upload date:
  • Size: 15.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0.tar.gz
Algorithm Hash digest
SHA256 cfdfe9cd0bd8bf60e90141ef386338173f31633147a409768723fbcbd87f34c2
MD5 3634ae6c3c033bcc56a999cc7d3ac38a
BLAKE2b-256 097361a0ff41f1b0e9c329fbf1687ac4c0ebba5bd4372c4d4b29b49c77dfbd89

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp310-none-win_amd64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp310-none-win_amd64.whl
  • Upload date:
  • Size: 225.4 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp310-none-win_amd64.whl
Algorithm Hash digest
SHA256 4348279c08d309ec2cb40004be67af11bc4e30ca8026c0749d7de7da827f4d5c
MD5 8417603dfd6c95d935aa9eaa87fab5e3
BLAKE2b-256 b295f96bce2a6c2a1e7c6d51e42b6a40f1a7ac872802bd29af9d48e7dcad0677

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 34d661b520556c9231b9f8da0dc7c16f17700e2f92a0dad34b1eaebc075be8a8
MD5 a59fb1c566edc513acbee7a1166d348c
BLAKE2b-256 f2d8360b3935ae45cb4758c043818f2773fae06ff77d6a9db601bcb4e1456aa7

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 62fff3110fa6266fab4fd1c68b2386d6653134128442879d456d98905813fe69
MD5 6639560b43e1e1485635ec6579f01e0c
BLAKE2b-256 e94a0627d7764b26c6bfc32c44517e06f78abc8cd3691c407ed034f0aef83464

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 127c7414b3c59202197674b3168b0c57fc512f82e49ea0e2bf37456c255b32bf
MD5 a5f38f74468939b272e6fbdd85420db2
BLAKE2b-256 3e236b308c377d2275b73285ed0dbde9d6a7f311686490ae7ae6eceb40ee51d4

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp310-cp310-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp310-cp310-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 342.4 kB
  • Tags: CPython 3.10, macOS 10.7+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp310-cp310-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 742b78356b76d785157103a1aea60f345d6d534d9e1e57c6ea66c94f96a4e485
MD5 ead8fd770adad09e3b9c61f3f861e1a1
BLAKE2b-256 edbee96010c79e1b99a0bd21d3b0ef93562910264e6b0253c30fa16b08fbbacb

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp39-none-win_amd64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp39-none-win_amd64.whl
  • Upload date:
  • Size: 225.7 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp39-none-win_amd64.whl
Algorithm Hash digest
SHA256 6bf4d91cab1e1ed777f2cd94e2ecb4efe1ae8258f67d9b10ca960e37173b0b89
MD5 8a3650b8c42f534954d84d75ff4d9a07
BLAKE2b-256 4a7e60a827fdb1adab9d70cfa4f87551339aca73d6568b1a07d83284d10a2ee1

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 8814a6a2a76eca60c9986b651e8319bea95bbecbfb28ab590e729a41289e6c2e
MD5 54f3d2455e19cd455d1f52202056562d
BLAKE2b-256 8fc2a40410a0dc2743f0a538ef36aba1d24c56f3eb0b9527637bba6acf772b46

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 eb7992e7c29d99f9cf6f9931c04e50f9936f0adc02acc965548bb242ec9037e9
MD5 82b3e085d27121713444c6f625483f6a
BLAKE2b-256 98771122a726cc277959c98e4d2d1c7ebda4afd26cfbd38d2186807a6c4ea4c1

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 b00c84757fd0496be49db18872ecfe031526ab2678c1d6b978e7b7534c93feb4
MD5 2a60a7d4109b81ee3734cbd3d4410507
BLAKE2b-256 92b111d59852bb73c7ba1d48b2bfbbd781cfb030ed54bd66883dc9c5f6067ce1

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp39-cp39-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp39-cp39-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 342.4 kB
  • Tags: CPython 3.9, macOS 10.7+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp39-cp39-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 2ff9f736325317847477d4411140746732a2f5df9cc10b1cb6c9a17a088d1b3b
MD5 f6078a6a9574bb21e3579cc9d50c83d2
BLAKE2b-256 1c3d0480623fda064a031da159c029a5adc473cffd43d03f39ae6d41ceb70cbf

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp38-none-win_amd64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp38-none-win_amd64.whl
  • Upload date:
  • Size: 225.9 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp38-none-win_amd64.whl
Algorithm Hash digest
SHA256 083f5fad329bf042187b1fae942310a3fe6e5b93635d9f6563fc8d79ca7a0afd
MD5 72a9a680c13a3fd5bbf9908fa905d4ae
BLAKE2b-256 dc2e809ef14284bbaffba16809b8df7a61e6514bcea906beaa4d5b63ad020912

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c466879387c55b3149004e18216305b19e6275416ca52ff3f50e5f5de3c05108
MD5 a32eebae736aac9f587e32eb5fdf8e05
BLAKE2b-256 985db05c14cc1a10e6c889307d7d91b7e1b1e591bb80820ca0584c7f4511c0fd

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 fe6d4bcb49cc2eb68b7eb2a52d3a4c555b1859bc01ca1b102bb3e020bac6977f
MD5 af5c973e2879c4fb8f0b9e89c0431291
BLAKE2b-256 a91f8bcf49c9f30cc83dc1c8fecf06c7f3f1adf636d0e6d2ba5dde82b54ecc52

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 cafc79a7a1cbc0ce17925727292b877f823e76f5e7d668625559b023077f1a5f
MD5 95ffe407cdafb09a82f1e917d1b55e53
BLAKE2b-256 851ea96b74d96097f7a82a73236dd50c2fd17730d8806db63302606639a6cc37

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp38-cp38-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp38-cp38-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 342.4 kB
  • Tags: CPython 3.8, macOS 10.7+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp38-cp38-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 1e5af6384b959ed8e451632cd74303dd32ccad29d4476f0e9877882272a2c68e
MD5 49bde3e9081c8fb7dd23bab42a3b74ab
BLAKE2b-256 43ae1241bc67ef1dd4d46a14728a2f704e679f02e5b61587879016acc758b5c2

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp37-none-win_amd64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp37-none-win_amd64.whl
  • Upload date:
  • Size: 226.0 kB
  • Tags: CPython 3.7, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp37-none-win_amd64.whl
Algorithm Hash digest
SHA256 692037b6ca1a7dcba410d995706b8f97ef8962082229c3888d9aea1e0a9c2a59
MD5 eccec69761d9aca8b582e0a619e8bc04
BLAKE2b-256 82868dc4aece35ac988d9bac6878c616404a467ce0bd449ef5824b2e1339421a

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 512eaa675e6a51b8c037593da49aed887cb7e92df2295ee567f671204a6b3c50
MD5 0f4d66c16ef0e9e0d0b23463331ddef9
BLAKE2b-256 85bd8eba98f5b0d3a278be11bf96193907bb8a93a13bc2ed2d1b0c8892489254

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for biosphere-0.2.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ed185de1b9263dc77aeb314c0ea289f7030224036ea23f3fa57aade61a300e99
MD5 bd01151cc92e68b30d8eb07e54747534
BLAKE2b-256 d9beda43aa0068e3548bbd68adf676c9bb13b339aad92ba1152f2a0002618a35

See more details on using hashes here.

File details

Details for the file biosphere-0.2.0-cp37-cp37m-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: biosphere-0.2.0-cp37-cp37m-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 342.4 kB
  • Tags: CPython 3.7m, macOS 10.7+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.7.1 importlib_metadata/4.10.0 pkginfo/1.8.2 requests/2.27.1 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9

File hashes

Hashes for biosphere-0.2.0-cp37-cp37m-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 bc227f1a086f1ba3d56348b99f72d662ade26ae967bdc53a05f5c2cc86276eed
MD5 11ea5ccfb54e9a9b72b27c4a5ce19baf
BLAKE2b-256 375a2b2ee7dcc533eaa7c33c0c7c95db67cb23e5de8f04eea2c9cfba13e2e4d3

See more details on using hashes here.

Supported by

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