From 5e46ec3e3fb1b32da95c92e626d9a422d6bb2bcc Mon Sep 17 00:00:00 2001 From: Sylvain Combettes <48064216+sylvaincom@users.noreply.github.com> Date: Tue, 22 Oct 2024 17:52:14 +0200 Subject: [PATCH] update --- doc/index.rst | 25 +++++++++---------------- 1 file changed, 9 insertions(+), 16 deletions(-) diff --git a/doc/index.rst b/doc/index.rst index e0e4de45c..96a609ebb 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -4,34 +4,27 @@ Welcome to ``skore`` ==================== -.. container:: index-features +With skore, data scientists can: - * ``skore`` UI: track and visualize your objects from a user-friendly dashboard +#. Track and visualize their ML/DS results. +#. Get assistance when developing their ML/DS projects. - * ``skore`` machine learning programming assistant: enhancing ``scikit-learn`` classes and functions + - Scikit-learn compatible :func:`~skore.cross_validate` provides insights and checks on cross-validation. -With the ``skore`` UI, data scientists can: - -#. Store objects of different types from their Python code: python lists, ``scikit-learn`` fitted pipelines, ``plotly`` figures, and more. -#. **Track** and **visualize** these stored objects on a user-friendly dashboard. -#. Export the dashboard to a HTML file. - -With the ``skore`` machine learning programming assistant, data scientists can: - -* Use an enhanced version of ``sklearn.model_selection.cross_validate`` with ``skore``'s :func:`~skore.cross_validate`. - -These are only the first features: skore is a work in progress and aims to be +These are only the initial features: skore is a work in progress and aims to be an end-to-end library for data scientists. Stay tuned! +Feedbacks are welcome: please feel free to join our `Discord `_ or `create an issue `_. + We are a product team working at `Probabl `_ and our motto is #OwnYourDataScience. - License: BSD - GitHub repository: https://github.com/probabl-ai/skore - Discord: http://discord.probabl.ai -- Status: under development, API is subject to change without notice. +- Status: under development, API is subject to change. .. image:: https://raw.githubusercontent.com/sylvaincom/sylvaincom.github.io/master/files/probabl/skore/2024_10_14_skore_demo.gif - :alt: Getting started with ``skore`` demo + :alt: Getting started with skore demo .. currentmodule:: skore