diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..1f08a25
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,43 @@
+name: Earthly +all
+
+on:
+  push:
+    branches: [ main ]
+    tags: [ v** ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        image: [python-jupyter, python-code]
+    env:
+      FORCE_COLOR: 1
+    steps:
+    - name: Maximize build space
+      uses: easimon/maximize-build-space@master
+      with:
+        root-reserve-mb: 512
+        swap-size-mb: 1024
+        remove-dotnet: 'true'
+        remove-android: 'true'
+        remove-codeql: 'true'
+        remove-haskell: 'true'
+        overprovision-lvm: 'true'
+    - uses: earthly/actions-setup@v1
+      with:
+        version: v0.8.0
+    - uses: actions/checkout@v4
+    - name: Login to GitHub Packages
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ github.actor }}
+        password: ${{ secrets.GITHUB_TOKEN }}
+    - name: Get branch names.
+      id: branch-names
+      uses: tj-actions/branch-names@v8
+    - name: Run build
+      run: earthly --ci --push +${{ matrix.image }} --REGISTRY ghcr.io/thm-mni-ii/ml-docker-images --VERSION ${{ github.ref_name }}
diff --git a/Earthfile b/Earthfile
new file mode 100644
index 0000000..442387b
--- /dev/null
+++ b/Earthfile
@@ -0,0 +1,31 @@
+VERSION 0.8
+
+IMPORT ./language/python AS python
+IMPORT ./language/julia AS julia
+IMPORT ./frontend/jupyter AS jupyter
+IMPORT ./frontend/code AS code
+
+ARG --required --global REGISTRY
+ARG --required --global VERSION
+
+common:
+  FROM mambaorg/micromamba:1.5.8
+  RUN micromamba install -n base -c conda-forge  -y htop nvtop
+
+all:
+  BUILD +python-jupyter
+  BUILD +python-code
+
+python:
+  FROM +common
+  DO python+SETUP
+
+python-jupyter:
+  FROM +python
+  DO jupyter+SETUP
+  SAVE IMAGE --push $REGISTRY/python-jupyter:$VERSION
+
+python-code:
+  FROM +python
+  DO code+SETUP
+  SAVE IMAGE --push $REGISTRY/python-code:$VERSION
diff --git a/frontend/code/Earthfile b/frontend/code/Earthfile
new file mode 100644
index 0000000..50a27ca
--- /dev/null
+++ b/frontend/code/Earthfile
@@ -0,0 +1,10 @@
+VERSION 0.8
+
+SETUP:
+    FUNCTION
+    RUN micromamba install -n base -c conda-forge -y code-server ipykernel ipywidgets
+    RUN micromamba -n base run code-server \
+        --install-extension ms-toolsai.jupyter \
+        --install-extension equinusocio.vsc-material-theme \
+        --install-extension equinusocio.vsc-material-theme-icons \
+        --install-extension ms-python.python
diff --git a/frontend/jupyter/Earthfile b/frontend/jupyter/Earthfile
new file mode 100644
index 0000000..0f229b2
--- /dev/null
+++ b/frontend/jupyter/Earthfile
@@ -0,0 +1,5 @@
+VERSION 0.8
+
+SETUP:
+    FUNCTION
+    RUN micromamba install -n base -c conda-forge -y jupyterlab ipykernel ipywidgets
diff --git a/language/python/Earthfile b/language/python/Earthfile
new file mode 100644
index 0000000..1e05812
--- /dev/null
+++ b/language/python/Earthfile
@@ -0,0 +1,9 @@
+VERSION 0.8
+
+SETUP:
+    FUNCTION
+    RUN micromamba install -n base -c pytorch -c nvidia -c conda-forge -y \
+    python pytorch torchvision torchaudio pytorch-cuda=11.8 \
+    lightning torchinfo tensorboard tensorboardx \
+    transformers diffusers datasets accelerate evaluate optimum \
+    matplotlib seaborn plotly \