diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..897248d
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,85 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+      - main-v[0-9].**
+    tags:
+      - v[0-9].**
+
+  pull_request:
+    types:
+      - opened
+      - reopened
+      - synchronize
+      - auto_merge_enabled
+
+  merge_group:
+    types:
+      - checks_requested
+
+jobs:
+  format:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: dtolnay/rust-toolchain@master
+        with:
+          components: rustfmt
+          toolchain: nightly-2024-01-04
+      - uses: Swatinem/rust-cache@v2
+      - run: scripts/rust_fmt.sh --check
+
+  clippy:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: dtolnay/rust-toolchain@master
+        with:
+          components: clippy
+          toolchain: nightly-2024-01-04
+      - uses: Swatinem/rust-cache@v2
+      - run: scripts/clippy.sh
+
+  run-tests:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: dtolnay/rust-toolchain@master
+        with:
+          profile: minimal
+          toolchain: nightly-2024-01-04
+      - uses: Swatinem/rust-cache@v2
+      - run: cargo +nightly-2024-01-04 test --release
+
+  udeps:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: dtolnay/rust-toolchain@master
+        name: "Rust Toolchain Setup"
+        with:
+          toolchain: nightly-2024-01-04
+      - uses: Swatinem/rust-cache@v2
+        id: "cache-cargo"
+      - if: ${{ steps.cache-cargo.outputs.cache-hit != 'true' }}
+        name: "Download and run cargo-udeps"
+        run: |
+          wget -O - -c https://github.com/est31/cargo-udeps/releases/download/v0.1.35/cargo-udeps-v0.1.35-x86_64-unknown-linux-gnu.tar.gz | tar -xz
+          cargo-udeps-*/cargo-udeps udeps
+        env:
+          RUSTUP_TOOLCHAIN: nightly-2024-01-
+
+  all-tests:
+    runs-on: ubuntu-latest
+    needs:
+    - clippy
+    - format
+    - run-tests
+    - udeps
+    steps:
+    - name: Decide whether all the needed jobs succeeded or failed
+      uses: re-actors/alls-green@v1.2.2
+      with:
+        jobs: ${{ toJSON(needs) }}
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..b33870a
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,7 @@
+*.egg-info
+/data
+/logs
+build
+dist
+target
+*/.vscode/*
diff --git a/scripts/clippy.sh b/scripts/clippy.sh
new file mode 100755
index 0000000..a17c7e7
--- /dev/null
+++ b/scripts/clippy.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+
+cargo +nightly-2024-01-04 clippy "$@" --all-targets --all-features -- -D warnings -D future-incompatible \
+    -D nonstandard-style -D rust-2018-idioms -D unused
diff --git a/scripts/rust_fmt.sh b/scripts/rust_fmt.sh
new file mode 100755
index 0000000..e4223f9
--- /dev/null
+++ b/scripts/rust_fmt.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+cargo +nightly-2024-01-04 fmt --all -- "$@"