69 строки
3.0 KiB
JSON
69 строки
3.0 KiB
JSON
{
|
|
"author": "Mozilla Perftest",
|
|
"author_email": "perftest@mozilla.com",
|
|
"classifiers": [
|
|
"Development Status :: 4 - Beta",
|
|
"Topic :: Software Development :: Libraries",
|
|
"Topic :: Software Development :: Libraries :: Python Modules",
|
|
"License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)"
|
|
],
|
|
"python_requires": ">=3.8",
|
|
"description": "Measure deviant noise",
|
|
"include_package_data": true,
|
|
"install_requires": ["numpy>=1.23.1", "scipy==1.8.1"],
|
|
"license": "MPL 2.0",
|
|
"long_description": {
|
|
"$concat": [
|
|
"# measure-noise",
|
|
"Measure how our data deviates from normal distribution",
|
|
"",
|
|
"",
|
|
"|Branch |Status | Coverage |",
|
|
"|------------|---------|----------|",
|
|
"|master | [](https://travis-ci.org/mozilla/measure-noise) | |",
|
|
"|dev | [](https://travis-ci.org/mozilla/measure-noise) | [](https://coveralls.io/github/mozilla/measure-noise) |",
|
|
"",
|
|
"",
|
|
"## Install",
|
|
"",
|
|
" pip install measure-noise",
|
|
"",
|
|
"## Usage",
|
|
"",
|
|
"The `deviance()` method will return a `(description, score)` pair describing how the samples deviate from a normal distribution, and by how much. This is intended to screen samples for use in the t-test, and other statistics, that assume a normal distribution.",
|
|
"",
|
|
"* `SKEWED` - samples are heavily to one side of the mean",
|
|
"* `OUTLIERS` - there are more outliers than would be expected from normal distribution",
|
|
"* `MODAL` - few samples are near the mean (probably bimodal)",
|
|
"* `OK` - no egregious deviation from normal",
|
|
"* `N/A` - not enough data to make a conclusion (aka `OK`)",
|
|
"",
|
|
"#### Example",
|
|
"",
|
|
" from measure_noise import deviance",
|
|
"",
|
|
"\t>>> desc, score = deviance([1,2,3,4,5,6,7,8])",
|
|
" >>> desc",
|
|
" 'OK'",
|
|
"",
|
|
"## Development",
|
|
"",
|
|
" git clone https://github.com/mozilla/measure-noise.git",
|
|
" cd measure-noise",
|
|
" pip install -r requirements.txt",
|
|
" pip install or tests/requirements.txt",
|
|
" python -m unittest discover tests ",
|
|
"",
|
|
"## Windows",
|
|
"",
|
|
"You must download the `scipy` and `numpy` binary packages. ",
|
|
""
|
|
],
|
|
"separator": "\n"
|
|
},
|
|
"long_description_content_type": "text/markdown",
|
|
"name": "moz-measure-noise",
|
|
"packages": ["measure_noise"],
|
|
"url": "https://github.com/mozilla/measure-noise",
|
|
"version": "2.59.0.2"
|
|
} |