diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..7227e47293de65866bb397b7d9c24db83d17d50d
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,12 @@
+anomalydetector:
+  image: continuumio/miniconda:4.7.10
+  stage: build
+#  tags:
+#    - docker
+  before_script:
+    - conda init
+    - source ~/.bashrc
+  script:
+    - conda env create -f environment.yml
+    - conda activate my-env
+    - pytest tests/.
diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000000000000000000000000000000000000..80e990552d5ef45fef7c954134db7a1f09cba1d0
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,8 @@
+name: my-env
+channels:
+    - conda-forge
+    - defaults
+dependencies:
+    - jupyterlab=0.35.*
+    - pip:
+        - pytest-cov==2.6.*