Sorted L-On Penalized Estimation
Project description
sortedl1
sortedl1 is a python package for Sorted L-One Penalized Estimation.
Installing
sortedl1 is currently only available on github. To install it, run
pip install -U git+https://github.com/jolars/sortedl1
Usage
Estimators in sortedl1 are compatible with the scikit-learn interface.
import numpy as np
from numpy.random import default_rng
from sortedl1 import Slope
# Generate some random data
n = 100
p = 3
seed = 31
rng = default_rng(seed)
x = rng.standard_normal((n, p))
beta = rng.standard_normal(p)
y = x @ beta + rng.standard_normal(n)
# Fit the model
model = Slope(alpha=0.1)
model.fit(x, y)
# Print the coefficients
print(model.coef_)
Contributing
The backbone of the package is written in C++ and developed in a separate repository at https://github.com/jolars/libslope. So if you have any issues with the package other than such that are specific to the python interface, please report them there. But feel free to request features here.
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SHA256 | 97f0570ce367e43d0725712231d770522d45e49f5c0d45977f3386367c4886f8 |
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MD5 | 5a5d1dd72a3cc92d78915a30896ae524 |
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BLAKE2b-256 | f2ceb9dbd4580f71d115323d44687e3711fb63489f04a83fc9e06c0efc462a0c |
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Hashes for sortedl1-0.2.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 9c0655a560d18fc44e75142689c99c4ff3a3bdfed651ff351ec121a2420c1e61 |
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MD5 | c513117101271a68da6c38b6f4f52c45 |
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BLAKE2b-256 | 6f92879843b91e6c65f1c73e47baefcecdfee59359c8e5eb6055f0ae8a20db78 |
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Hashes for sortedl1-0.2.1-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
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SHA256 | 2c613a475592e5d67c0e0bd3a620fe1d08053d1ebc8a7dc91a62257e1f143826 |
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MD5 | 03f417c83a1fb973fe43788b177da32f |
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BLAKE2b-256 | 87e3617ef00dacdc95186857bdfa8d48d06e96ffd534b95b60bbca73aee8d791 |
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Hashes for sortedl1-0.2.1-cp38-cp38-win32.whl
Algorithm | Hash digest | |
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SHA256 | 04faa4ba910433e53be833a685727e306e54900e4b706e60d50e11cfb222dcc7 |
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MD5 | fe9f40fe0369f28059528b7f2bfe7b6c |
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BLAKE2b-256 | 1a6530cd76b70fe22cd1176a51b5644178921034d9aa1062e48d173bc1357e94 |
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Hashes for sortedl1-0.2.1-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 2467b9bac4ed68c310b4f4d60e1da406a84471c65e34069875f1b6939cdc847f |
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MD5 | f42f15dfb7e5b3814eabab93549a5e06 |
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BLAKE2b-256 | 1944d3b2c909ed4ba429bee125eca828a8941a886c06dfbc89a53d71e8ce49ac |
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Hashes for sortedl1-0.2.1-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
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SHA256 | 21c90cccc1e0b5c597f29a8eda6483bf72764abef9cef67f23e3c892346702a7 |
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MD5 | 0941f24a22903e0683e3197a175de557 |
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BLAKE2b-256 | 7a6c9b377736a54b27897c406da08e10299b3652320c072a5271bdf01a41fdb7 |
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Hashes for sortedl1-0.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 9df973d868a34d4cb2a811acaaaa9977f102948eb65c6075f4e7071ad50d1fe7 |
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MD5 | a074925fb3327e239c494739d2ed8d5d |
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BLAKE2b-256 | 1f5203e84fc82aa583aabab87d47cd24f48318ca437ae3ce963dca842917f830 |
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Hashes for sortedl1-0.2.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | 3dc129c6d9009c033f328270451d26924dbbafe7cf28c5e7e33c869da8eb91d3 |
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MD5 | 47a514835c29982c7838c5e1421498bd |
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BLAKE2b-256 | 51328fec8ea27d6cc533e4f316eb1eeb3ec8b849f91be4c61f9417e2e0a86bfd |
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Hashes for sortedl1-0.2.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | b7904c8f81a1021f0b28342d8e279259bd1836331e540f05613933b7741a64f1 |
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MD5 | 7c0e71fee28b5247b745cd416ac6a02c |
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BLAKE2b-256 | 9ce40f575b077fccfab2d9f3c7502d34e568410bfd3a03b006ffb406b7019a98 |
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Hashes for sortedl1-0.2.1-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
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SHA256 | 5c4729b9076cd1cea1670dc2a19aa3928486fc84facc2f8bf54030b47ece07c7 |
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MD5 | 58437197e1b56c194f48519d1aaa11fa |
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BLAKE2b-256 | 0d79363583668345cee966ee6b293e8713c1eeed182193f61b433c6cd2bab091 |
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Hashes for sortedl1-0.2.1-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
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SHA256 | 2914f2eda7fd5aa08822b27b52fe3920a9d3655ebfadf02a43817243bde18b5e |
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MD5 | c28e129b1b1e30f3d69a686df06c593a |
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BLAKE2b-256 | f4a6c77be9ac4b6f4fb400f57bdf4b9f6bd3636ac07a2c1438f1d2b859631e30 |
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Hashes for sortedl1-0.2.1-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 1820d1d6bb1691f7641362f675656c670b1765ca69111708f45408e59114de58 |
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MD5 | 571b1b3bc93d7ed666de67165a3b3bfa |
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BLAKE2b-256 | 39d25d265baa1ebd2f9e06eac788af7a491023a63d478e6085ee6685f1051f6a |
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Hashes for sortedl1-0.2.1-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
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SHA256 | a3c3b1327ef135bb6b215c9e528d21de6eae8b47045a5bb60c6c3e3e5c9cf473 |
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MD5 | fb36b430651b6762e59abd42e4b55e95 |
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BLAKE2b-256 | 04b5be9cd48b854333763b025a21d75e802c690eff647d1a7a4331d55be46d86 |
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Hashes for sortedl1-0.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 838f6e5b70d479175cbbdf95007231263241c3e9d4203ff669f0d4aa43c794e1 |
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MD5 | 378dc3ca93dcdbcc088ac7ee7462bbcd |
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BLAKE2b-256 | 43112730aeabb0b98975d19787334907985cafa58d5ca401bc2012706c9afef2 |
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Hashes for sortedl1-0.2.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | 812b82bf4f61a987cd2dcc4ba589fde8009e94a15c10e6853a43b3cb86378081 |
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MD5 | ca1fb4819598c9be1853e6807ea16f58 |
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BLAKE2b-256 | df1e436185ec8ca15418f50a34736b57f47a56178039d733052b80a338001cc5 |
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Hashes for sortedl1-0.2.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2845ca04e3cbcf40244ce1db1ac94a542a263f104c9ff0108f5510fd60d9a06c |
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MD5 | bf1bd9ec822e05dedebc1c5d044b6a80 |
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BLAKE2b-256 | 4c2e84513af6ed2a6a61ba89d7d5d1404265711da8b2e309f9257bd932487919 |