Convex Optimization (#9)

* Convex Optimization: Most theoretical parts done

* add in-painting code

* Moved to new template

* grammar fix

* add metadata and rename ipynb to index and remove temp ipynb

* add references

* Update index.yml

* update header and image

Co-authored-by: Vahid Zehtab <[email protected]>

Author: titansarus

index.ipynb

@@ -621,7 +621,7 @@
    "toc_visible": true
   },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -635,7 +635,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.8"
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,