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ACOR

This is an updated, maintained fork of the original acor package. Below is the original README with the appropriate changes to the name and source locations.

This is a direct port of a C++ routine by Jonathan Goodman (NYU) called ACOR that estimates the autocorrelation time of time series data very quickly.

Dan Foreman-Mackey (NYU) made a few surface changes to the interface in order to write a Python wrapper (with the permission of the original author).

Installation

Just run

pip install encor

with sudo if you really need it.

Otherwise, download the source code as a tarball or clone the git repository from GitHub:

git clone https://github.com/davecwright3/acor.git

Then run

cd acor
python -m pip install .

to compile and install the module acor in your Python path. The only dependency is NumPy (including the python-dev and python-numpy-dev packages which you might have to install separately on some systems).

Usage

Given some time series x, you can estimate the autocorrelation time (tau) using:

import acor
tau, mean, sigma = acor.acor(x)

References

Metadata

Release files for encor 1.1.5

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

Source distribution (sdist)

Source distribution for encor 1.1.5
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Built distributions (wheels)

Table of built distributions (wheels) for encor 1.1.5
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encor-1.1.5-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details for encor-1.1.5-cp313-cp313-win_amd64.whl
encor-1.1.5-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details for encor-1.1.5-cp313-cp313-win32.whl
encor-1.1.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details for encor-1.1.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
encor-1.1.5-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for encor-1.1.5-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
encor-1.1.5-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details for encor-1.1.5-cp313-cp313-macosx_11_0_arm64.whl
encor-1.1.5-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details for encor-1.1.5-cp313-cp313-macosx_10_13_x86_64.whl
encor-1.1.5-cp313-cp313-macosx_10_13_universal2.whl CPython 3.13 CPython 3.13 macOS 10.13+ universal2 (ARM64, x86-64) Details for encor-1.1.5-cp313-cp313-macosx_10_13_universal2.whl
encor-1.1.5-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details for encor-1.1.5-cp312-cp312-win_amd64.whl
encor-1.1.5-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details for encor-1.1.5-cp312-cp312-win32.whl
encor-1.1.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details for encor-1.1.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
encor-1.1.5-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for encor-1.1.5-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
encor-1.1.5-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details for encor-1.1.5-cp312-cp312-macosx_11_0_arm64.whl
encor-1.1.5-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details for encor-1.1.5-cp312-cp312-macosx_10_13_x86_64.whl
encor-1.1.5-cp312-cp312-macosx_10_13_universal2.whl CPython 3.12 CPython 3.12 macOS 10.13+ universal2 (ARM64, x86-64) Details for encor-1.1.5-cp312-cp312-macosx_10_13_universal2.whl
encor-1.1.5-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details for encor-1.1.5-cp311-cp311-win_amd64.whl
encor-1.1.5-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details for encor-1.1.5-cp311-cp311-win32.whl
encor-1.1.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details for encor-1.1.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
encor-1.1.5-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details for encor-1.1.5-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
encor-1.1.5-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details for encor-1.1.5-cp311-cp311-macosx_11_0_arm64.whl
encor-1.1.5-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details for encor-1.1.5-cp311-cp311-macosx_10_9_x86_64.whl
encor-1.1.5-cp311-cp311-macosx_10_9_universal2.whl CPython 3.11 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) Details for encor-1.1.5-cp311-cp311-macosx_10_9_universal2.whl
encor-1.1.5-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details for encor-1.1.5-cp310-cp310-win_amd64.whl
encor-1.1.5-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details for encor-1.1.5-cp310-cp310-win32.whl
encor-1.1.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details for encor-1.1.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
encor-1.1.5-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for encor-1.1.5-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
encor-1.1.5-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details for encor-1.1.5-cp310-cp310-macosx_11_0_arm64.whl
encor-1.1.5-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details for encor-1.1.5-cp310-cp310-macosx_10_9_x86_64.whl
encor-1.1.5-cp310-cp310-macosx_10_9_universal2.whl CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details for encor-1.1.5-cp310-cp310-macosx_10_9_universal2.whl
encor-1.1.5-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details for encor-1.1.5-cp39-cp39-win_amd64.whl
encor-1.1.5-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details for encor-1.1.5-cp39-cp39-win32.whl
encor-1.1.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details for encor-1.1.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
encor-1.1.5-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details for encor-1.1.5-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
encor-1.1.5-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details for encor-1.1.5-cp39-cp39-macosx_11_0_arm64.whl
encor-1.1.5-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details for encor-1.1.5-cp39-cp39-macosx_10_9_x86_64.whl
encor-1.1.5-cp39-cp39-macosx_10_9_universal2.whl CPython 3.9 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) Details for encor-1.1.5-cp39-cp39-macosx_10_9_universal2.whl
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encor-1.1.5-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details for encor-1.1.5-cp38-cp38-win32.whl
encor-1.1.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details for encor-1.1.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl
encor-1.1.5-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details for encor-1.1.5-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
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