diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..b870e4e
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,49 @@
+name: build
+
+on:
+  push:
+    branches: [master]
+  pull_request:
+    branches: [master]
+
+jobs:
+  test:
+    runs-on: ${{matrix.os}}
+    timeout-minutes: 10
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [macos-latest, ubuntu-latest, windows-latest]
+
+    steps:
+      - uses: actions/checkout@v2
+      
+      - name: Install dependencies
+        run: |
+          cd ../
+          wget https://cmake.org/files/v3.10/cmake-3.10.2-Linux-x86_64.tar.gz
+          tar -zxvf cmake-3.10.2-Linux-x86_64.tar.gz
+          wget https://github.com/google/googletest/archive/release-1.10.0.tar.gz
+          tar -zxvf release-1.10.0.tar.gz
+          ls -a
+          mkdir googletest-build
+          cd googletest-build
+          sudo ../cmake-3.10.2-Linux-x86_64/bin/cmake ../googletest-release-1.10.0
+          sudo make -j
+          sudo make install
+          cd ../
+          mkdir build-BNN
+          cd build-BNN
+          sudo ../cmake-3.10.2-Linux-x86_64/bin/cmake -DBUILD_TESTS=ON -DINSTALL_GOOGLETEST=OFF -DCMAKE_PREFIX_PATH=/usr/local/include ../BNN
+          sudo make -j5
+          wget https://raw.githubusercontent.com/codezonediitj/test_data/master/t10k-images-idx3-ubyte.gz
+          gzip -d t10k-images-idx3-ubyte.gz
+          wget https://raw.githubusercontent.com/codezonediitj/test_data/master/t10k-labels-idx1-ubyte.gz
+          gzip -d t10k-labels-idx1-ubyte.gz
+
+      - name: Run tests
+        run: |
+          ./bin/test_core --CI=ON
+          ./bin/test_operations --CI=ON
+          ./bin/test_io --CI=ON
+          ./bin/test_autodiff --CI=ON
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 251a51d..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-sudo: required
-
-language: cpp
-
-compiler: g++
-
-before_scirpt:
-  - cd ../
-  - wget https://cmake.org/files/v3.10/cmake-3.10.2-Linux-x86_64.tar.gz
-  - tar -zxvf cmake-3.10.2-Linux-x86_64.tar.gz
-  - wget https://github.com/google/googletest/archive/release-1.10.0.tar.gz
-  - tar -zxvf release-1.10.0.tar.gz
-  - ls -a
-  - mkdir googletest-build
-  - cd googletest-build
-  - sudo ../cmake-3.10.2-Linux-x86_64/bin/cmake ../googletest-release-1.10.0
-  - sudo make -j5
-  - sudo make install
-  - cd ../
-  - mkdir build-BNN
-  - cd build-BNN
-  - sudo ../cmake-3.10.2-Linux-x86_64/bin/cmake -DBUILD_TESTS=ON -DINSTALL_GOOGLETEST=OFF -DCMAKE_PREFIX_PATH=/usr/local/include ../BNN
-  - sudo make -j5
-  - wget https://raw.githubusercontent.com/codezonediitj/test_data/master/t10k-images-idx3-ubyte.gz
-  - gzip -d t10k-images-idx3-ubyte.gz
-  - wget https://raw.githubusercontent.com/codezonediitj/test_data/master/t10k-labels-idx1-ubyte.gz
-  - gzip -d t10k-labels-idx1-ubyte.gz
-
-script:
-  - ./bin/test_core --CI=ON
-  - ./bin/test_operations --CI=ON
-  - ./bin/test_io --CI=ON
-  - ./bin/test_autodiff --CI=ON