cesium: Open-Source Platform for Time Series Inference

Summary

cesium is an open source library that allows users to:

  • extract features from raw time series data (see list),
  • build machine learning models from these features, and
  • generate predictions for new data.

More information and examples can be found on our home page.

Installation from binaries:

  • Wheels for Mac and Linux can be installed via pip install cesium.
  • We do not build binary wheels for Windows. To install on Windows, follow the instructions below for installation from source.

Installation from source:

  1. Install Cython
  2. Clone the repository: git clone https://github.com/cesium-ml/cesium.git
  3. cd cesium && pip install -e .

Note that cesium requires a C99 compiler, which in particular excludes MSVC. On Windows, a different compiler like MinGW has to be used. Please refer to the instructions for installing Cython & MinGW on Windows.

License:

cesium uses the 3-clause BSD licence.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.12.4)

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for profjsb from gravatar.com profjsb Avatar for sjvdwalt from gravatar.com sjvdwalt

Credits

Author: cesium team

License

BSD License (BSD-3-Clause)

Requires

Python >=3.8

Classifiers

Report project as malware

Download files

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

Source Distribution

cesium-0.10.2.tar.gz (260.3 kB view details)

Uploaded Source

Built Distributions

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

cesium-0.10.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (687.6 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

cesium-0.10.2-cp311-cp311-macosx_12_0_x86_64.whl (329.1 kB view details)

Uploaded CPython 3.11macOS 12.0+ x86-64

cesium-0.10.2-cp311-cp311-macosx_12_0_arm64.whl (322.0 kB view details)

Uploaded CPython 3.11macOS 12.0+ ARM64

cesium-0.10.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (670.1 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

cesium-0.10.2-cp310-cp310-macosx_12_0_x86_64.whl (329.9 kB view details)

Uploaded CPython 3.10macOS 12.0+ x86-64

cesium-0.10.2-cp310-cp310-macosx_12_0_arm64.whl (323.1 kB view details)

Uploaded CPython 3.10macOS 12.0+ ARM64

cesium-0.10.2-cp39-cp39-win_amd64.whl (326.4 kB view details)

Uploaded CPython 3.9Windows x86-64

cesium-0.10.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (672.7 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

cesium-0.10.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (659.4 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ i686manylinux: glibc 2.5+ i686

cesium-0.10.2-cp39-cp39-macosx_12_0_x86_64.whl (330.2 kB view details)

Uploaded CPython 3.9macOS 12.0+ x86-64

cesium-0.10.2-cp39-cp39-macosx_12_0_arm64.whl (323.4 kB view details)

Uploaded CPython 3.9macOS 12.0+ ARM64

cesium-0.10.2-cp38-cp38-win_amd64.whl (326.2 kB view details)

Uploaded CPython 3.8Windows x86-64

cesium-0.10.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (673.9 kB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

cesium-0.10.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (660.5 kB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ i686manylinux: glibc 2.5+ i686

cesium-0.10.2-cp38-cp38-macosx_12_0_arm64.whl (321.8 kB view details)

Uploaded CPython 3.8macOS 12.0+ ARM64

File details

Details for the file cesium-0.10.2.tar.gz.

File metadata

  • Download URL: cesium-0.10.2.tar.gz
  • Upload date:
  • Size: 260.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.10.9

File hashes

Hashes for cesium-0.10.2.tar.gz
Algorithm Hash digest
SHA256 c54d302c62c74ab8fa93205543c1e349dc12a13c4e3e2b5dabc120651f4345b8
MD5 3e2a34b45012613cebb035c8feb1f2e3
BLAKE2b-256 e8294c50cb53610be0d0bfb4561311526e87368f0d3a86f5ed5375850d3a62f1

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 62336a987d71154f265423bb79da48d861c52b7ad6db90ef66fac2f72a5eb0be
MD5 c9905960af26c5e877df56ed17cddecc
BLAKE2b-256 d2157137716fb75a70bd4fc4a3707c383a599e7597da2d3b68d91b741e8c4524

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp311-cp311-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp311-cp311-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 1cb023f86540d22d566739bc382a583b50c5850999aee6c6bdf0d78cb474a81d
MD5 418ca460c4418096acef92fcc517aa1b
BLAKE2b-256 2a00fdbfa2d782663e0b2c252f0cb610ce4eba032a41b8f82d9ae3c8213037ee

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp311-cp311-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp311-cp311-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 876a5fd8301f6ac87ffbc6bdd4fa7321899aa5638bea6dbb7f278f2de7ffa8af
MD5 978111f6710d1873a1b769120b3dcaa4
BLAKE2b-256 d39f3bab6f4db75d4b3869d3c990fafbfdadc250702736cef96e17114c279398

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c7f5f5de1aae17439d2b3746444a49595fdf3ae043381cf3d66742fc5c6f32d3
MD5 8da45505a576c00f3fd9b49ea76e2d8e
BLAKE2b-256 9e88a8e957da06d26ca927707303d246cc20ed611971321ef926b0a9c9be802b

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp310-cp310-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp310-cp310-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 2c3fcbb8c4abd6b5d91fd11d1408699c864f14640907885988fba46bf04c7375
MD5 95eec24811a55cce00f30ca322eee59c
BLAKE2b-256 99b6bc47ba9812fb1f97a2ab2a9e09bde2d5938c39dfed1355e718be58f44270

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp310-cp310-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp310-cp310-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 4c4277f68406f963e93dae333779f5af70157f9822159dbe3a37ef7f3d7cd731
MD5 85e5738efea0faa3bc78fb7fa75b4c94
BLAKE2b-256 cb9ce663b1378802b4e2c2767c273c2395f9060d6d78071e7ca9d97d581680fe

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: cesium-0.10.2-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 326.4 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.10.9

File hashes

Hashes for cesium-0.10.2-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 63ecce22128cf69bea16970f75f167e4b7d0593e5c502548f142a8a49f9dd28e
MD5 26d42c97753ba393cb37c2a8e7a9388a
BLAKE2b-256 2d5a9470c94e7c4f5c92c30fa17255e7fe68e3716aaaf92f04338a63744be086

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 6481262e34a5e0b97ef2b986b4380d5ec7769d5f55e667602b3df6d199fbd1b6
MD5 1da8b019de457f68c7485ec1aea74df5
BLAKE2b-256 d692b245b0dd49445cdefd769d54b10ded77dd05401ad3d3cb9d47f37c64a096

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5c80dffd522ef57b9146d3ebaabbcc0d879892f2fda49c9cbb512a4586dbd32b
MD5 9266ddd2105be814800deb99d3e66559
BLAKE2b-256 6183c5730fc2e21adec243a55b1745af995d29196d9a870e2d71cbbb97fe1363

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp39-cp39-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp39-cp39-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 22a7519dc7ff1ddb48fd61a4ed6492bc58638eccbd99fcc57599873fab3adaa7
MD5 9104f7acd0e580f6bcec21aa51d2f705
BLAKE2b-256 1942aa08de0928f53a500ae2eac32ddcc3def4c21ce19ac09752c1e42724c391

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp39-cp39-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp39-cp39-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 f01f7e2152faeb948539dea8f71f6f8c587cf9039b3d21525998827d4d5e4760
MD5 e7f399f7c77c9f8ab5309aa841566198
BLAKE2b-256 48517122a97ed97d584d1a2a50a61ffb8da5edf04eec0c95aa6416e088da7c76

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: cesium-0.10.2-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 326.2 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.10.9

File hashes

Hashes for cesium-0.10.2-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 162a831a0ef3d477f5db08d374be78fe996f0b19b62ffc086e93773bad4863ad
MD5 b474502885f1550f77260ed502d8d9ea
BLAKE2b-256 a78143f681f3b7287dbab5c54ac852609bdcc28c3d41fe8a34e98ec54e21f8d9

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 25d11140252da95c428232008d2f0adf91c97615b97b07492f4702ec3147fe40
MD5 97d4f71a8ffbccac8af8f35164a28658
BLAKE2b-256 a4934776d11bccbd0931c9f3b09b7fb37a3a2746167020ce3da503f6db74deb2

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 416bad1479ddc7f9d99a1dea307c6213d1a200bc3186cb6723631479910dae18
MD5 10ddb6e0addf2c29c19b86ff1e4c6c99
BLAKE2b-256 8b73ef1c460a228ce29d30ef47fc5bfa8876e31f8ef6ac5d02367ac4a4520365

See more details on using hashes here.

File details

Details for the file cesium-0.10.2-cp38-cp38-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for cesium-0.10.2-cp38-cp38-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 0408741f238dfcc9ea955a2d439632e2d11d70402472cea84667828e7398f9e6
MD5 74dcb6eeaafb5b82a43d9b6a2b5677dd
BLAKE2b-256 257ae64aaf73b91b65787feaab9a181101612e1c058559c980a59689912cf083

See more details on using hashes here.

Release history Release notifications | RSS feed

0.12.4

17 files

0.12.3

13 files

Yanked

0.12.2

2 files

Yanked reason: Numerous wheels did not build

0.12.1

15 files

Yanked

0.12.0

11 files

Yanked reason: Wheels did not build for all x86 platforms.

0.11.1

15 files

0.11.0

16 files

This release

0.10.2 This release

16 files

0.10.1

14 files

0.10.0

14 files

0.9.12

8 files

0.9.11

1 file

0.9.10

5 files

0.9.9

13 files

0.9.7

1 file

0.9.6

1 file

0.9.5

1 file

0.9.4

9 files

0.9.3

9 files

0.9.2

8 files

0.9.1

5 files

0.9.0

9 files

0.8.0

9 files

0.7.2

7 files

0.7.1

1 file

0.7.0

2 files

0.6.5

7 files

0.6.4

1 file

0.6.3

1 file

0.6.2

1 file

0.6.1

1 file

0.6.0

1 file

0.5.3

1 file

0.5.2

1 file

0.5.1

1 file

0.5.0

1 file

0.4.0

6 files

0.1

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page