🔗 Fix links in docs

Author: maks-sh

Readme.rst

@@ -151,7 +151,7 @@ See the **RetailHero tutorial notebook** (`EN <https://nbviewer.jupyter.org/gith
 
     plot_qini_curve(y_true=y_val, uplift=uplift_preds, treatment=treat_val)
 
-.. image:: _static/images/quick_start_qini.png
+.. image:: docs/_static/images/quick_start_qini.png
     :width: 514px
     :height: 400px
     :alt: Example of model's qini curve, perfect qini curve and random qini curve
@@ -169,36 +169,35 @@ Contributing
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/0
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/0
-   :alt: 0
+   :alt: Top contributor 1
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/1
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/1
-   :alt: 1
+   :alt: Top contributor 2
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/2
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/2
-   :alt: 2
+   :alt: Top contributor 3
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/3
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/3
-   :alt: 3
+   :alt: Top contributor 4
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/4
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/4
-   :alt: 4
+   :alt: Top contributor 5
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/5
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/5
-   :alt: 5
+   :alt: Top contributor 6
 
-.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/4
-   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/4
-   :alt: 6
-
-.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/5
-   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/5
-   :alt: 7
+.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/6
+   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/6
+   :alt: Top contributor 7
 
+.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/7
+   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/7
+   :alt: Legend
 
 Important links
 ~~~~~~~~~~~~~~~

docs/changelog.md

@@ -10,13 +10,13 @@
 
 ## Version 0.2.0
 
-### [User Guide](https://scikit-uplift.readthedocs.io/en/latest/user_guide.html)
+### [User Guide](https://scikit-uplift.readthedocs.io/en/latest/user_guide/index.html)
 
-* 🔥 Add [User Guide](https://scikit-uplift.readthedocs.io/en/latest/user_guide.html)
+* 🔥 Add [User Guide](https://scikit-uplift.readthedocs.io/en/latest/user_guide/index.html)
 
 ### [sklift.models](https://scikit-uplift.readthedocs.io/en/latest/api/models.html)
 
-* 💥 Add `treatment interaction` method to [SoloModel](https://scikit-uplift.readthedocs.io/en/latest/api/viz.html#sklift.models.models.SoloModel) approach by [@AdiVarma27](https://github.com/AdiVarma27).
+* 💥 Add `treatment interaction` method to [SoloModel](https://scikit-uplift.readthedocs.io/en/latest/api/models/SoloModel.html) approach by [@AdiVarma27](https://github.com/AdiVarma27).
 
 ### [sklift.metrics](https://scikit-uplift.readthedocs.io/en/latest/api/metrics.html)
 

docs/index.rst

@@ -64,35 +64,35 @@ We welcome new contributors of all experience levels.
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/0
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/0
-   :alt: Contributor 0
+   :alt: Top contributor 1
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/1
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/1
-   :alt: Contributor 1
+   :alt: Top contributor 2
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/2
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/2
-   :alt: Contributor 2
+   :alt: Top contributor 3
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/3
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/3
-   :alt: Contributor 3
+   :alt: Top contributor 4
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/4
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/4
-   :alt: Contributor 4
+   :alt: Top contributor 5
 
 .. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/5
    :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/5
-   :alt: Contributor 5
+   :alt: Top contributor 6
 
-.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/4
-   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/4
-   :alt: Contributor 6
+.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/6
+   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/6
+   :alt: Top contributor 7
 
-.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/5
-   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/5
-   :alt: Contributor 7
+.. image:: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/images/7
+   :target: https://sourcerer.io/fame/maks-sh/maks-sh/scikit-uplift/links/7
+   :alt: Legend
 
 .. toctree::
    :hidden: