diff --git a/.github/codefresh.yml b/.github/codefresh.yml
deleted file mode 100644
index 5660ea6..0000000
--- a/.github/codefresh.yml
+++ /dev/null
@@ -1,45 +0,0 @@
-version: '1.0'
-steps:
-  main_clone:
-    title: Cloning main repository...
-    type: git-clone
-    repo: '${{CF_REPO_OWNER}}/${{CF_REPO_NAME}}'
-    revision: '${{CF_REVISION}}'
-  BuildingDockerImage:
-    title: Building Docker Image
-    type: build
-    image_name: weiji14/deepbedmap
-    working_directory: ./
-    tag: '${{CF_BRANCH_TAG_NORMALIZED}}'
-    dockerfile: Dockerfile
-  RunningUnitTests:
-    title: Running Unit Tests
-    image: '${{BuildingDockerImage}}'
-    working_directory: IMAGE_WORK_DIR
-    entry_point:
-      - /bin/bash
-      - /codefresh/volume/cf-generated/unit_test_script
-    create_file:
-      path: /codefresh/volume/cf-generated
-      name: unit_test_script
-      content: >-
-        source activate deepbedmap
-
-        pipenv run python -m ipykernel install --user --name deepbedmap
-
-        export CUDA_VISIBLE_DEVICES=''
-
-        pipenv run python -m pytest --verbose --disable-warnings --nbval
-        test_ipynb.ipynb
-
-    on_success:
-      metadata:
-        set:
-          - '${{BuildingDockerImage.imageId}}':
-              - CF_QUALITY: true
-    on_fail:
-      metadata:
-        set:
-          - '${{BuildingDockerImage.imageId}}':
-              - CF_QUALITY: false
-
diff --git a/.github/main.workflow b/.github/main.workflow
new file mode 100644
index 0000000..889a06a
--- /dev/null
+++ b/.github/main.workflow
@@ -0,0 +1,15 @@
+workflow "Build and Test DeepBedMap" {
+  resolves = ["Run Tests"]
+  on = "push"
+}
+
+action "Build DeepBedMap App" {
+  uses = "actions/docker/cli@86ff551d26008267bb89ac11198ba7f1d807b699"
+  args = "build --file Dockerfile --tag weiji14/deepbedmap --target app ."
+}
+
+action "Run Tests" {
+  uses = "actions/docker/cli@86ff551d26008267bb89ac11198ba7f1d807b699"
+  args = "run weiji14/deepbedmap python -m pytest --verbose --disable-warnings --nbval test_ipynb.ipynb"
+  needs = ["Build DeepBedMap App"]
+}
diff --git a/Dockerfile b/Dockerfile
index 8e70700..f91ee2d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,13 @@
-FROM buildpack-deps:bionic@sha256:59661846ab0c581272f4b4688702617e6cc83ef1a9ae1cf918978126babbc858
+FROM buildpack-deps:bionic@sha256:59661846ab0c581272f4b4688702617e6cc83ef1a9ae1cf918978126babbc858 AS base
 LABEL maintainer "https://github.com/weiji14"
 ENV LANG C.UTF-8
 ENV LC_ALL C.UTF-8
 
 # Initiate docker container with user 'jovyan'
-ENV NB_USER jovyan
-ENV NB_UID 1000
+ARG NB_USER=jovyan
+ARG NB_UID=1000
+ENV NB_USER ${NB_USER}
+ENV NB_UID ${NB_UID}
 ENV HOME /home/${NB_USER}
 
 RUN adduser --disabled-password \
@@ -14,21 +16,19 @@ RUN adduser --disabled-password \
     ${NB_USER}
 
 # Setup conda
-ENV CONDA_DIR /opt/conda
+ENV CONDA_DIR ${HOME}/.conda
 ENV NB_PYTHON_PREFIX ${CONDA_DIR}
-ENV MINICONDA_VERSION 4.6.14
-ENV PATH ${CONDA_DIR}/bin:$HOME/.local/bin:${PATH}
+ENV MINICONDA_VERSION 4.7.10
 
 RUN cd /tmp && \
     wget --quiet https://repo.continuum.io/miniconda/Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh && \
-    echo "718259965f234088d785cad1fbd7de03 *Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh" | md5sum -c - && \
+    echo "1c945f2b3335c7b2b15130b1b2dc5cf4 *Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh" | md5sum -c - && \
     /bin/bash Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh -f -b -p $CONDA_DIR && \
     rm Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh && \
     $CONDA_DIR/bin/conda config --system --prepend channels conda-forge && \
     $CONDA_DIR/bin/conda config --system --set auto_update_conda false && \
     $CONDA_DIR/bin/conda config --system --set show_channel_urls true && \
-    conda clean --all --yes && \
-    rm -rf /home/${NB_USER}/.cache/yarn && \
+    $CONDA_DIR/bin/conda clean --all --quiet --yes && \
     $CONDA_DIR/bin/conda init --verbose
 
 # Setup $HOME directory with correct permissions
@@ -37,26 +37,37 @@ RUN chown -R ${NB_UID} ${HOME}
 USER ${NB_USER}
 WORKDIR ${HOME}
 
-# Change to bash shell
-SHELL ["/bin/bash", "-c"]
+# Change to interactive bash shell, so that `conda activate base` works
+SHELL ["/bin/bash", "-ic"]
 
 # Install dependencies in environment.yml file using conda
 COPY environment.yml ${HOME}
-RUN conda env create -n deepbedmap -f environment.yml && \
+RUN conda env update -n base -f environment.yml && \
     conda clean --all --yes && \
-    conda list -n deepbedmap
+    conda list -n base
 
 # Install dependencies in Pipfile.lock using pipenv
 COPY Pipfile* ${HOME}/
-RUN source activate deepbedmap && \
-    export LD_LIBRARY_PATH=$CONDA_PREFIX/lib && \
-    pipenv install --python $CONDA_PREFIX/bin/python --dev --deploy && \
-    rm --recursive ~/.cache/pipenv && \
+RUN conda activate base && \
+    export LD_LIBRARY_PATH=${CONDA_PREFIX}/lib && \
+    pipenv install --python ${CONDA_PREFIX}/bin/python --dev --deploy && \
+    rm --recursive ${HOME}/.cache/pip* && \
     pipenv graph
 
+# Setup DeepBedMap virtual environment properly
+RUN conda activate base && \
+    pipenv run python -m ipykernel install --user --name deepbedmap && \
+    pipenv run jupyter kernelspec list --json
+
 # Copy remaining files to $HOME
 COPY --chown=1000:1000 . ${HOME}
 
+
+FROM base AS app
+
 # Run Jupyter Lab via pipenv in conda environment
 EXPOSE 8888
-CMD source activate deepbedmap && pipenv run jupyter lab --ip 0.0.0.0
+RUN echo -e '#!/bin/bash -i\nset -e\nconda activate\npipenv run "$@"' > .entrypoint.sh && \
+    chmod +x .entrypoint.sh
+ENTRYPOINT ["./.entrypoint.sh"]
+CMD ["jupyter", "lab", "--ip", "0.0.0.0"]
diff --git a/README.md b/README.md
index 616512f..39d703a 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ Also a convenient [flat file](https://en.wikipedia.org/wiki/Flat-file_database)
 ![GitHub top language](https://img.shields.io/github/languages/top/weiji14/deepbedmap.svg)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/ambv/black)
 [![Comet.ML: experiments](https://img.shields.io/badge/Comet.ml-experiments-orange.svg?logo=data:image/png;base64,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)](https://www.comet.ml/weiji14/deepbedmap/)
-[![Codefresh build status](https://g.codefresh.io/api/badges/pipeline/weiji14_marketplace/weiji14%2Fdeepbedmap%2Fdeepbedmap?type=cf-1)](https://g.codefresh.io/public/accounts/weiji14_marketplace/pipelines/weiji14/deepbedmap/deepbedmap)
+[![Github Actions Build Status](https://img.shields.io/endpoint.svg?url=https%3A%2F%2Factions-badge.atrox.dev%2Fweiji14%2Fdeepbedmap%2Fbadge&style=flat)](https://github.com/weiji14/deepbedmap/actions)
 [![Dependabot Status](https://api.dependabot.com/badges/status?host=github&repo=weiji14/deepbedmap)](https://dependabot.com)
 
 ![DeepBedMap DEM over entire Antarctic continent, EPSG:3031 projection](https://user-images.githubusercontent.com/23487320/60510321-6e0cb280-9ccf-11e9-8096-d2a32eb28e6c.png)
@@ -54,9 +54,9 @@ Also a convenient [flat file](https://en.wikipedia.org/wiki/Flat-file_database)
 
 ## Quickstart
 
-Launch Binder (Interactive jupyter notebook/lab environment in the cloud).
+Launch in [Pangeo Binder](https://pangeo-binder.readthedocs.io) (Interactive jupyter notebook/lab environment in the cloud).
 
-[![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/weiji14/deepbedmap/master?urlpath=lab)
+[![Binder](https://binder.pangeo.io/badge_logo.svg)](https://binder.pangeo.io/v2/gh/weiji14/deepbedmap/master)
 
 ## Installation
 
@@ -66,7 +66,7 @@ Start by cloning this [repo-url](/../../)
 
     git clone <repo-url>
 
-Then I recommend [using conda](https://pdal.io/download.html#conda) to install the non-python binaries (e.g. GMT, CUDA, etc).
+Then I recommend [using conda](https://conda.io/projects/conda/en/latest/user-guide/install/index.html) to install the non-python binaries (e.g. GMT, CUDA, etc).
 The conda virtual environment will also be created with Python and [pipenv](https://pipenv.readthedocs.io) installed.
 
     cd deepbedmap
diff --git a/environment.yml b/environment.yml
index 48215b2..f7976e6 100644
--- a/environment.yml
+++ b/environment.yml
@@ -4,9 +4,9 @@ channels:
   - nodefaults
 dependencies:
   - hcc::cuda_driver=410.73[md5=941787b750b372f4a240287634589d24]
-  - defaults::cudatoolkit=10.0[md5=4388ad6015992501b042eea5197eb447]
-  - conda-forge/label/dev::gmt=6.0.0rc1[md5=983ab0490b3ea8789136267cd7e7ed02]
-  - pip=18.1[md5=d68c7e5109ba0bf4b1cfe60f0f47870a]
+  - anaconda::cudatoolkit=10.0[md5=4388ad6015992501b042eea5197eb447]
+  - conda-forge/label/dev::gmt=6.0.0rc3[md5=5dd95d211fff2434e792dac514063721]
+  - conda-forge::pip=19.2.1[md5=95e1564d40edda4b98171de82ceba8ab]
   - conda-forge::python=3.6.7[md5=787937284685efaaa233453b49a9e719]
   - conda-forge::libspatialindex=1.9.0[md5=ef8f25a228de3a0dc716566b8d3de593]
   - pip: