Update README with coverage

.github/workflows/test_build_release.yaml

@@ -44,20 +44,12 @@ jobs:
     - name: Run tests with coverage
       continue-on-error: true
       run: |
-          poetry run pytest --cov=fpboost --cov-report=xml --cov-report=html --junitxml=reports/test-results.xml
+          poetry run pytest --cov=fpboost --cov-report=xml
 
-    - name: Upload coverage report
-      if: ${{ matrix.python-version == '3.12' }}
-      uses: actions/upload-artifact@v4
+    - name: Upload results to Codecov
+      uses: codecov/codecov-action@v4
       with:
-        name: coverage-report
-        path: htmlcov/
-
-    - name: Upload test results
-      uses: actions/upload-artifact@v4
-      with:
-        name: test-results-${{ matrix.python-version }}
-        path: reports/
+        token: ${{ secrets.CODECOV_TOKEN }}
 
   # Build job
   build:

README.md

@@ -1,5 +1,7 @@
 # FPBoost: Fully Parametric Gradient Boosting for Survival Analysis
 
+![CI Status](https://github.com/archettialberto/fpboost/workflows/Test%2C%20Build%20and%20Release%20to%20Pypi/badge.svg)
+[![codecov](https://codecov.io/gh/{{REPOSITORY}}/branch/main/graph/badge.svg)](https://codecov.io/gh/{{REPOSITORY}})
 ![License Banner](https://img.shields.io/badge/License-MIT-purple.svg)
 ![Black Banner](https://img.shields.io/badge/code%20style-black-000000.svg)
 
@@ -13,6 +15,14 @@ integration into existing workflows.
 
 ## 📦 Installation
 
+### From PyPI
+
+To install FPBoost from PyPI, run the following command:
+
+```bash
+pip install fpboost
+```
+
 ### From Source
 
 To install the latest version of FPBoost from source, clone the repository and follow these steps:
@@ -74,10 +84,6 @@ c_index = concordance_index_censored(
 print("Concordance Index:", c_index[0])
 ```
 
-## 📖 Documentation
-
-For detailed usage instructions and API reference, please refer to the [FPBoost Documentation]().
-
 ## 📚 How to Cite
 
 If you use FPBoost in your research, please cite our paper: