+ {% block docs_body %}
+
+ {% block body %} {% endblock %}
+
+ {% endblock %}
+ {% if theme_show_prev_next %}
+ {% include "prev-next.html" %}
+ {% endif %}
+
+{% endblock %}
\ No newline at end of file
diff --git a/docs/source/api/deepchecks_client.core.rst b/docs/source/api/deepchecks_client.core.rst
new file mode 100644
index 000000000..08f5ed141
--- /dev/null
+++ b/docs/source/api/deepchecks_client.core.rst
@@ -0,0 +1,18 @@
+deepchecks.core
+===============
+
+.. py:module:: deepchecks_client.core
+
+.. automodule:: deepchecks_client.core
+
+.. currentmodule:: deepchecks_client.core
+
+.. rubric:: Modules
+
+.. autosummary::
+ :caption: Modules
+ :toctree: generated
+
+ client
+ api
+ utils
\ No newline at end of file
diff --git a/docs/source/api/deepchecks_client.tabular.rst b/docs/source/api/deepchecks_client.tabular.rst
new file mode 100644
index 000000000..cc494fdea
--- /dev/null
+++ b/docs/source/api/deepchecks_client.tabular.rst
@@ -0,0 +1,17 @@
+deepchecks.tabular
+==================
+
+.. py:module:: deepchecks_client.tabular
+
+.. automodule:: deepchecks_client.tabular
+
+.. currentmodule:: deepchecks_client.tabular
+
+.. rubric:: Modules
+
+.. autosummary::
+ :caption: Modules
+ :toctree: generated
+
+ client
+ utils
\ No newline at end of file
diff --git a/docs/source/api/index.rst b/docs/source/api/index.rst
new file mode 100644
index 000000000..454991992
--- /dev/null
+++ b/docs/source/api/index.rst
@@ -0,0 +1,24 @@
+API Reference
+=============
+
+Here you can see the api reference.
+
+.. toctree::
+ :caption: API Reference
+ :hidden:
+
+ deepchecks_client.core
+ deepchecks_client.tabular
+
+.. currentmodule:: deepchecks_client
+
+.. autosummary::
+
+ core
+ tabular
+
+.. autosummary::
+ :caption: Classes
+ :toctree: generated
+
+ DeepchecksClient
\ No newline at end of file
diff --git a/docs/source/conf.py b/docs/source/conf.py
new file mode 100644
index 000000000..028ab487a
--- /dev/null
+++ b/docs/source/conf.py
@@ -0,0 +1,234 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# This file only contains a selection of the most common options. For a full
+# list see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+import os
+from subprocess import check_output
+
+
+# -- Path setup --------------------------------------------------------------
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+# import os
+# import sys
+# sys.path.insert(0, os.path.abspath('.'))
+
+
+# -- Project information -----------------------------------------------------
+
+project = 'Deepchecks Monitoring'
+copyright = '2022, Deepchecks'
+author = 'Deepchecks'
+
+
+# -- General configuration ---------------------------------------------------
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = [
+ 'numpydoc',
+ 'sphinx.ext.autodoc',
+ 'sphinx.ext.autosummary',
+ 'sphinx.ext.doctest',
+ 'sphinx_gallery.gen_gallery',
+ 'sphinx_copybutton',
+ 'sphinx.ext.intersphinx',
+ 'sphinx_toolbox.collapse',
+ 'sphinx_reredirects',
+ 'sphinx_design',
+]
+
+intersphinx_mapping = {
+ 'python': ('https://docs.python.org/3', None),
+ 'deepchecks': ('https://docs.deepchecks.com/stable', None),
+ 'pandas': ('https://pandas.pydata.org/docs/', None),
+ 'pd': ('https://pandas.pydata.org/docs/', None),
+ 'requests': ('https://requests.readthedocs.io/en/latest/', None),
+ 'numpy': ('https://numpy.org/doc/stable/', None),
+ 'torch': ('https://pytorch.org/docs/stable/', None),
+ 'datetime': ('https://docs.python.org/3', None),
+}
+
+redirects = {
+ "index": "getting-started/welcome.html",
+ "getting-started/index": "welcome.html",
+}
+
+sphinx_gallery_conf = {
+ "remove_config_comments": True, # for enabling to overide the default thumb_file aesthetically
+ "default_thumb_file": os.path.join(os.path.dirname(os.path.abspath(__file__)),
+ "_static/images/general/sphx_glr_deepchecks_icon.png"),
+ "examples_dirs": [
+ "user-guide/tabular/quickstarts",
+ "user-guide/demos"
+ ],
+ "gallery_dirs": [
+ "user-guide/tabular/auto_quickstarts",
+ "user-guide/auto_demos"
+ ],
+
+}
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This pattern also affects html_static_path and html_extra_path.
+exclude_patterns = []
+
+
+# -- Options for HTML output -------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages. See the documentation for
+# a list of builtin themes.
+#
+html_theme = 'pydata_sphinx_theme'
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['_static']
+html_css_files = ['css/custom.css',]
+
+#
+html_sidebars = {
+ "**": ["search-field.html", "sidebar-nav-bs"]
+}
+
+# Path to logo and favicon
+#
+html_logo = "./_static/images/general/deepchecks_logo.svg"
+html_favicon = "./_static/favicons/favicon.ico"
+
+GIT = {
+ "user": "deepchecks",
+ "repo": "deepchecks"
+}
+
+try:
+ GIT["branch"] = tag = check_output(["git", "rev-parse", "--abbrev-ref", "HEAD"]).decode().strip()
+ GIT["release"] = check_output(['git', 'describe', '--tags', '--always']).decode().strip()
+except Exception as error:
+ raise RuntimeError("Failed to extract commit hash!") from error
+
+html_theme_options = {
+ # "collapse_navigation": False,
+ # "navigation_depth": 6,
+ "navbar_end": ["navbar-icon-links"],
+ "external_links": [
+ {"name": "API Docs", "url": "https://staging-v2.deepchecks.com/docs"}
+ ],
+ "page_sidebar_items": ["page-toc", ],
+ "icon_links_label": "Quick Links",
+ "icon_links": [
+ {
+ "name": "GitHub",
+ "url": f"https://github.com/{GIT['user']}/{GIT['repo']}",
+ "icon": "fab fa-github-square",
+ },
+ {
+ "name": "Slack",
+ "url": "https://deepchecks.com/slack",
+ "icon": "fab fa-slack",
+ },
+ {
+ "name": "PyPI",
+ "url": "https://pypi.org/project/deepchecks/",
+ "icon": "fab fa-python",
+ }
+ ],
+}
+
+# If true, Sphinx will warn about all references where the target cannot be found.
+# Default is False. You can activate this mode temporarily using the -n command-line switch.
+#
+nitpicky = True
+nitpick_ignore_regex = [('py:docstring', r'deepchecks_client.*')]
+
+# A boolean that decides whether module names are prepended to all object names.
+# Default is True.
+#
+add_module_names = False
+
+# If true, suppress the module name of the python reference if it can be resolved.
+# The default is False.
+#
+python_use_unqualified_type_names = True
+
+# -- autosummary settings --------------------------------------------------
+
+# Boolean indicating whether to scan all found documents for autosummary directives,
+# and to generate stub pages for each. It is enabled by default.
+#
+# autosummary_generate = False
+
+
+# If true, autosummary overwrites existing files by generated stub pages.
+# Defaults to true (enabled).
+#
+autosummary_generate_overwrite = False
+
+# A boolean flag indicating whether to document classes and
+# functions imported in modules. Default is False
+#
+autosummary_imported_members = False
+
+# If False and a module has the __all__ attribute set, autosummary
+# documents every member listed in __all__ and no others. Default is True
+#
+autosummary_ignore_module_all = False
+
+# -- autodoc settings --------------------------------------------------
+
+# Autodoc settings.
+# This value selects how the signature will be displayed for the class defined by autoclass directive.
+# The possible values are:
+# + "mixed" - Display the signature with the class name (default).
+# + "separated" - Display the signature as a method.
+#
+autodoc_class_signature = 'separated'
+
+# This value controls how to represent typehints. The setting takes the following values:
+# 'signature' – Show typehints in the signature (default)
+# 'description' – Show typehints as content of the function or method The typehints of overloaded functions or methods will still be represented in the signature.
+# 'none' – Do not show typehints
+# 'both' – Show typehints in the signature and as content of the function or method
+#
+autodoc_typehints = 'signature'
+
+# This value controls the format of typehints.
+# The setting takes the following values:
+# + 'fully-qualified' – Show the module name and its name of typehints
+# + 'short' – Suppress the leading module names of the typehints (default in version 5.0)
+#
+autodoc_typehints_format = 'short'
+
+# True to convert the type definitions in the docstrings as references. Defaults to False.
+#
+napoleon_preprocess_types = False
+
+# Report warnings for all validation checks
+numpydoc_validation_checks = {"PR01", "PR02", "PR03", "RT03"}
+
+# -- Copybutton settings --------------------------------------------------
+
+# Only copy lines starting with the input prompts,
+# valid prompt styles: [
+# Python Repl + continuation (e.g., '>>> ', '... '),
+# Bash (e.g., '$ '),
+# ipython and qtconsole + continuation (e.g., 'In [29]: ', ' ...: '),
+# jupyter-console + continuation (e.g., 'In [29]: ', ' ...: ')
+# ]
+# regex taken from https://sphinx-copybutton.readthedocs.io/en/latest/#using-regexp-prompt-identifiers
+copybutton_prompt_text = r">>> |\.\.\. |\$ |In \[\d*\]: | {2,5}\.\.\.: | {5,8}: "
+copybutton_prompt_is_regexp = True
+
+# Continue copying lines as long as they end with this character
+copybutton_line_continuation_character = "\\"
+
diff --git a/docs/source/getting-started/index.rst b/docs/source/getting-started/index.rst
new file mode 100644
index 000000000..877e69ff6
--- /dev/null
+++ b/docs/source/getting-started/index.rst
@@ -0,0 +1,10 @@
+=================
+Getting Started
+=================
+
+.. toctree::
+ :hidden:
+ :titlesonly:
+ :maxdepth: 1
+
+ welcome
\ No newline at end of file
diff --git a/docs/source/getting-started/welcome.rst b/docs/source/getting-started/welcome.rst
new file mode 100644
index 000000000..ca73e22bf
--- /dev/null
+++ b/docs/source/getting-started/welcome.rst
@@ -0,0 +1,118 @@
+.. image:: /_static/images/general/deepchecks-logo-with-white-wide-back.png
+ :target: https://deepchecks.com/?utm_source=docs.deepchecks.com&utm_medium=referral&utm_campaign=welcome
+ :alt: Deepchecks Logo
+ :align: center
+ :width: 80%
+
+
+===================================
+Welcome to Deepchecks Monitoring!
+===================================
+
+Deepchecks is the leading tool for testing, validating and monitoring your machine learning models
+and data, and it enables doing so with minimal effort.
+
+.. image:: /_static/images/welcome/2303_monitoring_screens.png
+ :alt: Deepchecks Monitoring Dashboard
+ :align: center
+ :width: 80%
+
+
+Deepchecks' Components
+=======================
+
+Continuous validation of ML models and data includes testing throughout the model's lifecycle:
+
+.. image:: /_static/images/general/testing_phases_in_pipeline.png
+ :alt: Phases for Continuous Validation of ML Models and Data
+ :align: center
+
+|
+
+Head over to the relevant documentation for more info:
+
+.. grid:: 1
+ :gutter: 3
+
+ .. grid-item-card:: Testing Package
+ :link-type: doc
+ :link: deepchecks:getting-started/welcome
+ :img-top: /_static/images/welcome/research_title.png
+ :columns: 4
+
+ Tests during research and model development
+
+ .. grid-item-card:: Testing Package CI/CD Usage
+ :link-type: doc
+ :link: deepchecks:user-guide/general/ci_cd
+ :img-top: /_static/images/welcome/ci_cd_title.png
+ :columns: 4
+
+ Tests before deploying the model to production
+
+ .. grid-item-card:: Monitoring (Here)
+ :link-type: ref
+ :link: welcome__start_with_deepchecks_monitoring
+ :img-top: /_static/images/welcome/monitoring_title.png
+ :columns: 4
+
+ Tests and continuous monitoring during production
+
+
+
+.. _welcome__start_with_deepchecks_monitoring:
+
+Get Started with Deepchecks Monitoring
+========================================
+
+.. grid:: 1
+ :gutter: 3
+
+ .. grid-item-card:: 🏃♀️ Quickstart 🏃♀️
+ :link-type: doc
+ :link: /user-guide/tabular/auto_quickstarts/plot_quickstart
+
+ End-to-end guide to start monitoring your first model in a few minutes.
+
+ .. grid-item-card:: 💻 Install 💻
+ :link-type: doc
+ :link: /installation/index
+
+ Install the deepchecks-client and get your API token
+ to start working with the system.
+
+ .. grid-item-card:: 🤓 User Guide 🤓
+ :link-type: doc
+ :link: /user-guide/index
+
+ A comprehensive view of deepchecks monitoring functionalities,
+ concepts, available configurations and core use cases.
+
+ .. grid-item-card:: 🚀 Demos 🚀
+ :link-type: doc
+ :link: /user-guide/auto_demos/index
+
+ Full example of industry use cases - from sending the data to seeing and
+ understanding the results in the system. Follow along the examples or download
+ them and run them yourself!
+
+ .. grid-item-card:: 🤖 API Reference 🤖
+ :link-type: doc
+ :link: /api/index
+
+ Reference for all of Deepchecks' SDK's components.
+
+
+
+Get Help
+==========
+
+.. admonition:: Join Our Community 👋
+ :class: tip
+
+ In addition to perusing the documentation, feel free to:
+
+ - Ask questions on our `Slack Community 
+