diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000000..bc00efde3a
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,8 @@
+__pycache__
+*.pyc
+*.pyo
+*.pyd
+.Python
+.env
+.git
+
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000000..019d045c86
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+FROM continuumio/miniconda3:latest
+
+WORKDIR /qlib
+
+COPY . .
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN conda create --name qlib_source python=3.8
+RUN echo "conda activate qlib_source" >> ~/.bashrc
+ENV PATH /opt/conda/envs/qlib_source/bin:$PATH
+
+RUN python -m pip install --upgrade pip
+
+RUN python -m pip install numpy==1.23.5
+RUN python -m pip install pandas==1.5.3
+RUN python -m pip install importlib-metadata==5.2.0
+RUN python -m pip install "cloudpickle<3"
+RUN python -m pip install scikit-learn==1.3.2
+
+RUN pip install cython packaging tables matplotlib statsmodels
+
+RUN python setup.py install
+
+EXPOSE 10050