diff --git a/README.md b/README.md
index 2dfe23f1e..6e46f098b 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,9 @@
-# ``skglm``
+
## A fast ⚡ and modular ⚒️ scikit-learn replacement for sparse GLMs
-
-
[](https://pepy.tech/project/skglm)
@@ -13,6 +11,9 @@
[](https://pypi.org/project/skglm/)
+
+
+
``skglm`` is a Python package that offers **fast estimators** for sparse Generalized Linear Models (GLMs) that are **100% compatible with ``scikit-learn``**. It is **highly flexible** and supports a wide range of GLMs.
You get to choose from ``skglm``'s already-made estimators or **customize your own** by combining the available datafits and penalties.
diff --git a/doc/_static/images/logo.svg b/doc/_static/images/logo.svg
new file mode 100644
index 000000000..415e08a9d
--- /dev/null
+++ b/doc/_static/images/logo.svg
@@ -0,0 +1,10 @@
+
diff --git a/doc/conf.py b/doc/conf.py
index 1941a92aa..58bf930e0 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -158,14 +158,14 @@
# documentation.
html_theme_options = {
"light_css_variables": {
- "color-brand-primary": "#b91c1c",
- "color-brand-content": "#b91c1c",
+ "color-brand-primary": "#991b1b",
+ "color-brand-content": "#991b1b",
"font-stack": 'ui-sans-serif, system-ui',
- "color-background-secondary": "#fef2f2"
+ "color-background-secondary": "#fafafa"
},
"dark_css_variables": {
- "color-brand-primary": "#f87171",
- "color-brand-content": "#f87171",
+ "color-brand-primary": "#fca5a5",
+ "color-brand-content": "#fca5a5",
},
"footer_icons": [
{
@@ -215,12 +215,12 @@
# The name of an image file (relative to this directory) to place at the top
# of the sidebar.
-#html_logo = None
+html_logo = "_static/images/logo.svg"
# The name of an image file (within the static path) to use as favicon of the
# docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32
# pixels large.
-#html_favicon = None
+html_favicon = "_static/images/logo.svg"
# 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,
## A fast ⚡ and modular ⚒️ scikit-learn replacement for sparse GLMs
-