Library for time-series feature extraction and processing

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License: BSD License (BSD-3-Clause)

Author: cesium team

Requires: Python >=3.8

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Project description

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 details

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Avatar for profjsb from gravatar.com profjsb Avatar for sjvdwalt from gravatar.com sjvdwalt

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License: BSD License (BSD-3-Clause)

Author: cesium team

Requires: Python >=3.8

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Release history Release notifications | RSS feed

0.12.1

0.12.0 yanked

Reason this release was yanked:

Wheels did not build for all x86 platforms.

0.11.1

0.11.0

This version

0.10.2

0.10.1

0.10.0

0.9.12

0.9.11

0.9.10

0.9.9

0.9.7

0.9.6

0.9.5

0.9.4

0.9.3

0.9.2

0.9.1

0.9.0

0.8.0

0.7.2

0.7.1

0.7.0

0.6.5

0.6.4

0.6.3

0.6.2

0.6.1

0.6.0

0.5.3

0.5.2

0.5.1

0.5.0

0.4.0

0.1

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

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Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

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Uploaded CPython 3.9 macOS 12.0+ x86-64

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Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

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

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