Add binder and devcontainer

.devcontainer/Dockerfile

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+FROM mcr.microsoft.com/vscode/devcontainers/miniconda:0-3
+
+# [Choice] Node.js version: none, lts/*, 16, 14, 12, 10
+ARG NODE_VERSION="none"
+RUN if [ "${NODE_VERSION}" != "none" ]; then su vscode -c "umask 0002 && . /usr/local/share/nvm/nvm.sh && nvm install ${NODE_VERSION} 2>&1"; fi
+
+# Copy environment.yml (if found) to a temp location so we update the environment. Also
+# copy "noop.txt" so the COPY instruction does not fail if no environment.yml exists.
+COPY .devcontainer/environment.yml* .devcontainer/requirements.txt /tmp/conda-tmp/
+RUN if [ -f "/tmp/conda-tmp/environment.yml" ]; then umask 0002 && /opt/conda/bin/conda env update -n base -f /tmp/conda-tmp/environment.yml; fi \
+    && rm -rf /tmp/conda-tmp
+
+# [Optional] Uncomment to install a different version of Python than the default
+# RUN conda install -y python=3.6 \
+#     && pip install --no-cache-dir pipx \
+#     && pipx reinstall-all
+
+# [Optional] Uncomment this section to install additional OS packages.
+# RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
+#     && apt-get -y install --no-install-recommends <your-package-list-here>

.devcontainer/add-notice.sh

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+# Display a notice when not running in GitHub Codespaces
+
+cat << 'EOF' > /usr/local/etc/vscode-dev-containers/conda-notice.txt
+When using "conda" from outside of GitHub Codespaces, note the Anaconda repository
+contains restrictions on commercial use that may impact certain organizations. See
+https://aka.ms/vscode-remote/conda/miniconda
+
+EOF
+
+notice_script="$(cat << 'EOF'
+if [ -t 1 ] && [ "${IGNORE_NOTICE}" != "true" ] && [ "${TERM_PROGRAM}" = "vscode" ] && [ "${CODESPACES}" != "true" ] && [ ! -f "$HOME/.config/vscode-dev-containers/conda-notice-already-displayed" ]; then
+    cat "/usr/local/etc/vscode-dev-containers/conda-notice.txt"
+    mkdir -p "$HOME/.config/vscode-dev-containers"
+    ((sleep 10s; touch "$HOME/.config/vscode-dev-containers/conda-notice-already-displayed") &)
+fi
+EOF
+)"
+
+echo "${notice_script}" | tee -a /etc/bash.bashrc >> /etc/zsh/zshrc

.devcontainer/devcontainer.json

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+{
+	"name": "Miniconda (Python 3)",
+	"build": { 
+		"context": "..",
+		"dockerfile": "Dockerfile",
+		"args": {
+			"NODE_VERSION": "lts/*"
+		}
+	},
+
+	// Configure tool-specific properties.
+	"customizations": {
+		// Configure properties specific to VS Code.
+		"vscode": {
+			// Set *default* container specific settings.json values on container create.
+			"settings": { 
+				"python.defaultInterpreterPath": "/opt/conda/bin/python",
+				"python.linting.enabled": true,
+				"python.linting.pylintEnabled": true,
+				"python.formatting.autopep8Path": "/usr/local/py-utils/bin/autopep8",
+				"python.formatting.blackPath": "/usr/local/py-utils/bin/black",
+				"python.formatting.yapfPath": "/usr/local/py-utils/bin/yapf",
+				"python.linting.banditPath": "/usr/local/py-utils/bin/bandit",
+				"python.linting.flake8Path": "/usr/local/py-utils/bin/flake8",
+				"python.linting.mypyPath": "/usr/local/py-utils/bin/mypy",
+				"python.linting.pycodestylePath": "/usr/local/py-utils/bin/pycodestyle",
+				"python.linting.pydocstylePath": "/usr/local/py-utils/bin/pydocstyle",
+				"python.linting.pylintPath": "/usr/local/py-utils/bin/pylint"
+			},
+			
+			// Add the IDs of extensions you want installed when the container is created.
+			"extensions": [
+				"ms-python.python",
+				"ms-python.vscode-pylance"
+			]
+		}
+	},
+
+	// Use 'forwardPorts' to make a list of ports inside the container available locally.
+	// "forwardPorts": [],
+
+	// Use 'postCreateCommand' to run commands after the container is created.
+	// "postCreateCommand": "python --version",
+
+	// Comment out to connect as root instead. More info: https://aka.ms/vscode-remote/containers/non-root.
+	"remoteUser": "vscode"
+}

.devcontainer/environment.yml

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+name: py38
+channels:
+  - pytorch
+  - conda-forge
+  - defaults
+dependencies:
+  - ipykernel
+  - ipython
+  - ipython_genutils
+  - ipywidgets
+  - jupyter
+  - matplotlib=3.4.2
+  - numpy=1.22.3
+  - python=3.8.12
+  - requests=2.26.0
+  - scikit-learn=0.24.2
+  - scipy=1.6.2
+  - setuptools=58.0.4
+  - tensorflow-base=2.3.0
+  - pip:
+    - -r requirements.txt

.devcontainer/requirements.txt

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+gensim==3.8.3
+gym==0.23.1
+huggingface==0.0.1
+imageio==2.16.2
+keras==2.8.0
+nltk==3.5
+opencv-python==4.5.1.48
+pandas==1.4.2
+pillow==9.1.0
+pygame==2.1.2
+scikit-image==0.19.2
+seaborn==0.11.2
+smart-open==5.2.1
+tensorboard==2.8.0
+tensorboard-data-server==0.6.1
+tensorflow==2.8.0
+tensorflow-datasets==4.4.0
+tensorflow-hub==0.12.0
+tensorflow-text==2.8.2
+tokenizers==0.10.3
+torch==1.11.0
+torchaudio
+torchinfo
+torchtext
+torchvision
+tqdm==4.62.3
+transformers==4.3.3

binder/environment.yml

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+name: py38
+channels:
+  - pytorch
+  - conda-forge
+  - defaults
+dependencies:
+  - ipykernel
+  - ipython
+  - ipython_genutils
+  - ipywidgets
+  - jupyter
+  - matplotlib=3.4.2
+  - numpy=1.22.3
+  - python=3.8.12
+  - requests=2.26.0
+  - scikit-learn=0.24.2
+  - scipy=1.6.2
+  - setuptools=58.0.4
+  - tensorflow-base=2.3.0
+  - pip:
+    - -r requirements.txt

binder/requirements.txt

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+gensim==3.8.3
+gym==0.23.1
+huggingface==0.0.1
+imageio==2.16.2
+keras==2.8.0
+nltk==3.5
+opencv-python==4.5.1.48
+pandas==1.4.2
+pillow==9.1.0
+pygame==2.1.2
+scikit-image==0.19.2
+seaborn==0.11.2
+smart-open==5.2.1
+tensorboard==2.8.0
+tensorboard-data-server==0.6.1
+tensorflow==2.8.0
+tensorflow-datasets==4.4.0
+tensorflow-hub==0.12.0
+tensorflow-text==2.8.2
+tokenizers==0.10.3
+torch==1.11.0
+torchaudio
+torchinfo
+torchtext
+torchvision
+tqdm==4.62.3
+transformers==4.3.3