Skip to main content

Extends scikit-learn with a couple of new models, transform, metrics, plotting.

Project description

README

Build status Build Status Windows https://circleci.com/gh/sdpython/mlinsights/tree/master.svg?style=svg https://badge.fury.io/py/mlinsights.svg MIT License Requirements Status https://codecov.io/github/sdpython/mlinsights/coverage.svg?branch=master GitHub Issues Waffle Notebook Coverage

mlinsights extends scikit-learn with a couple of new models, transform, metrics, plotting. It provides new trainer such as QuantileLinearRegression trains a linear regression with L1 norm non-linear correlation based on decision trees, or QuantileMLPRegressor a modification of scikit-learn’s MLPRegressor which trains a multi-layer perceptron with L1 norm.

Links:

History

current - 2019-01-06 - 0.00Mb

  • 6: use keras and pytorch (2019-01-03)

0.1.116 - 2018-11-12 - 0.04Mb

  • 22: modifies plot gallery to impose coordinates (2018-11-10)
  • 20: implements a QuantileMLPRegressor (quantile regression with MLP) (2018-10-22)

0.1.110 - 2018-10-08 - 0.03Mb

  • 19: fix issues introduced with changes in keras 2.2.4 (2018-10-06)

0.1.99 - 2018-09-16 - 0.03Mb

  • 18: remove warning from scikit-learn about cloning (2018-09-16)
  • 16: move CI to python 3.7 (2018-08-21)

0.1.85 - 2018-07-29 - 0.03Mb

  • 17: replace as_matrix by values (pandas deprecated warning) (2018-07-29)
  • 14: add transform to convert a learner into a transform (sometimes called a featurizer) (2018-06-19)
  • 13: add transform to do model stacking (2018-06-19)
  • 8: move items from papierstat (2018-06-19)

0.1.75 - 2018-06-18 - 0.02Mb

  • 12: fix bug in quantile regression: wrong weight for linear regression (2018-06-16)
  • 11: specifying quantile (2018-06-16)
  • 4: add function to compute non linear correlations (2018-06-16)
  • 10: implements combination between logistic regression and k-means (2018-05-27)

0.1.61 - 2018-05-08 - 0.02Mb

  • 9: move items from ensae_teaching_cs (2018-05-08)
  • 7: add quantile regression (2018-05-07)
  • 5: replace flake8 by code style (2018-04-14)
  • 1: change background for cells in notebooks converted into rst then in html, highlight-ipython3 (2018-01-05)

0.1.38 - 2017-12-06 - 0.01Mb

  • 2: save features and metadatas for the search engine and retrieves them (2017-12-03)

Project details


Download files

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

Filename, size & hash SHA256 hash help File type Python version Upload date
mlinsights-0.1.125-py3-none-any.whl (43.1 kB) Copy SHA256 hash SHA256 Wheel 3.7

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN SignalFx SignalFx Supporter DigiCert DigiCert EV certificate StatusPage StatusPage Status page