diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a9fec840..18c6361f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -21,8 +21,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.6, 3.7]
-        
+        python-version: [3.6, 3.7, 3.8]
+
     env:
       UCI_DB: "https://archive.ics.uci.edu/ml/machine-learning-databases"
       PROPUBLICA_GH: "https://raw.githubusercontent.com/propublica/compas-analysis/bafff5da3f2e45eca6c2d5055faad269defd135a"
@@ -37,7 +37,7 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
-      
+
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip setuptools wheel
@@ -45,7 +45,7 @@ jobs:
           pip install -e '.[all]'
           pip install flake8
           pip list
-          
+
       - name: Download datasets
         run: |
           wget ${UCI_DB}/adult/adult.data -P aif360/data/raw/adult/
@@ -54,29 +54,29 @@ jobs:
           wget ${UCI_DB}/statlog/german/german.data -P aif360/data/raw/german/
           wget ${UCI_DB}/statlog/german/german.doc -P aif360/data/raw/german/
           wget ${PROPUBLICA_GH}/compas-scores-two-years.csv -P aif360/data/raw/compas/
-      
+
       - name: Lint with flake8
         run: |
           # stop the build if there are Python syntax errors or undefined names
           flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
           # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
           flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
-      
+
       - name: Test with pytest
         run: pytest tests
-          
+
   build-r:
     runs-on: ubuntu-16.04
-    
+
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.6, 3.7]
-    
+        python-version: [3.6, 3.7, 3.8]
+
     steps:
       - name: Check out repo
         uses: actions/checkout@v2
-      
+
       - name: Set up R
         uses: r-lib/actions/setup-r@v1
 
@@ -88,11 +88,11 @@ jobs:
       - name: Install R dependencies
         run: install.packages(c("reticulate", "rstudioapi", "testthat"))
         shell: Rscript {0}
-      
+
       - name: Install Python dependencies
         run: |
           python -m pip install --upgrade pip setuptools wheel
           pip install '.[all]'
-          
+
       - name: Install R package
         run: R CMD INSTALL aif360/aif360-r
diff --git a/README.md b/README.md
index 2e6af7e1..4ccea869 100644
--- a/README.md
+++ b/README.md
@@ -74,9 +74,9 @@ Supported Python Configurations:
 
 | OS      | Python version |
 | ------- | -------------- |
-| macOS   | 3.6, 3.7  |
-| Ubuntu  | 3.6, 3.7  |
-| Windows | 3.6, 3.7  |
+| macOS   | 3.6, 3.7, 3.8  |
+| Ubuntu  | 3.6, 3.7, 3.8  |
+| Windows | 3.6, 3.7, 3.8  |
 
 ### (Optional) Create a virtual environment