diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
deleted file mode 100644
index dfff799..0000000
--- a/.github/pull_request_template.md
+++ /dev/null
@@ -1,28 +0,0 @@
-# Purpose
-<!-- Describe the intention of the changes being proposed. What problem does it solve or functionality does it add? -->
-
-## Does this introduce a breaking change?
-<!-- Mark one with an "x". -->
-
-* [ ] Yes
-* [ ] No
-
-## Author pre-publish checklist
-<!-- Please check check before publishing PR using "x". -->
-
-* [ ] No PII in logs or output
-* [ ] Made corresponding changes to the documentation
-* [ ] All new packages used are included in requirements.txt
-* [ ] Functions use type hints, and there are no type hint errors
-
-## Pull Request Type
-
-What kind of change does this Pull Request introduce?
-<!-- Please check the one that applies to this PR using "x". -->
-
-* [ ] Bugfix
-* [ ] Feature
-* [ ] Code style update (formatting, local variables)
-* [ ] Refactoring (no functional changes, no api changes)
-* [ ] Documentation content changes
-* [ ] Experiment notebook
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
deleted file mode 100644
index 74a9263..0000000
--- a/.github/workflows/ci.yaml
+++ /dev/null
@@ -1,74 +0,0 @@
-# Github Actions Workflow for CI
-
-name: CI
-
-on:
-  push:
-    branches:
-      - main
-  pull_request:
-    branches:
-      - main
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Setup Python 3.9
-        uses: actions/setup-python@v4
-        with:
-          python-version: 3.9
-
-      - name: Install requirements
-        run: |
-          python -m venv env
-          source env/bin/activate
-          python -m pip install --upgrade pip
-          pip install -r .github/workflows/requirements.txt
-
-      - name: Run flake8 tests
-        run: |
-          source env/bin/activate
-          flake8 --max-line-length 88 --exclude env,notebooks
-
-      - name: Run bandit tests
-        run: |
-          source env/bin/activate
-          bandit -r --configfile bandit.yml src notebooks
-
-      - name: Run pytest in docker containers
-        run: ./ci-tests.sh
-        env:
-          BUILD_ARTIFACTSTAGINGDIRECTORY: ${{ github.workspace }}
-
-      - name: Publish Test Results
-        uses: dorny/test-reporter@v1
-        if: always()
-        with:
-          name: pytest
-          path: |
-            **/test-results-*.xml
-          reporter: java-junit
-
-      - name: Publish Code Coverage Summary Report
-        uses: irongut/CodeCoverageSummary@v1.3.0
-        with:
-          badge: true
-          output: both
-          format: markdown
-          filename: coverage.xml
-
-      - name: Add code coverage summary markdown to github step summary
-        run: cat code-coverage-results.md >> $GITHUB_STEP_SUMMARY
-
-      - name: Archive test and code coverage results
-        uses: actions/upload-artifact@v3
-        with:
-          name: test-and-coverage-results
-          path: |
-            **/test-reuslts-*.xml
-            coverage.xml
diff --git a/.github/workflows/requirements.txt b/.github/workflows/requirements.txt
deleted file mode 100644
index e86662a..0000000
--- a/.github/workflows/requirements.txt
+++ /dev/null
@@ -1,12 +0,0 @@
-# Ensure these req versions are in sync together with the following so that code quality checks are consistent:
-# - src/common/requirements.txt
-# - notebooks/.devcontainer/requirements.txt
-# - .azuredevops/requirements.txt
-# - .github/workflows/requirements.txt
-bandit==1.7.5
-black==23.1.0
-flake8==6.0.0
-isort==5.12.0
-pre-commit==3.2.1
-pytest==7.2.2
-pytest-cov==4.0.0
\ No newline at end of file
diff --git a/src/__init__.py b/Source/__init__.py
similarity index 100%
rename from src/__init__.py
rename to Source/__init__.py
diff --git a/src/common/__init__.py b/Source/common/__init__.py
similarity index 100%
rename from src/common/__init__.py
rename to Source/common/__init__.py
diff --git a/src/common/requirements.txt b/Source/common/requirements.txt
similarity index 96%
rename from src/common/requirements.txt
rename to Source/common/requirements.txt
index 9fa726f..e867e4a 100644
--- a/src/common/requirements.txt
+++ b/Source/common/requirements.txt
@@ -4,7 +4,7 @@
 # - .azuredevops/requirements.txt
 # - .github/workflows/requirements.txt
 bandit==1.7.5
-black==23.1.0
+black==24.3.0
 flake8==6.0.0
 isort==5.12.0
 mypy==1.1.1
diff --git a/src/sample_cpu_project/sample_main.py b/Source/sample_cpu_project/sample_main.py
similarity index 100%
rename from src/sample_cpu_project/sample_main.py
rename to Source/sample_cpu_project/sample_main.py
diff --git a/src/sample_cpu_project/tests/.gitkeep b/Source/sample_cpu_project/tests/.gitkeep
similarity index 100%
rename from src/sample_cpu_project/tests/.gitkeep
rename to Source/sample_cpu_project/tests/.gitkeep
diff --git a/src/sample_cpu_project/tests/test_dummy.py b/Source/sample_cpu_project/tests/test_dummy.py
similarity index 100%
rename from src/sample_cpu_project/tests/test_dummy.py
rename to Source/sample_cpu_project/tests/test_dummy.py
diff --git a/src/sample_pytorch_gpu_project/.amlignore b/Source/sample_pytorch_gpu_project/.amlignore
similarity index 100%
rename from src/sample_pytorch_gpu_project/.amlignore
rename to Source/sample_pytorch_gpu_project/.amlignore
diff --git a/src/sample_pytorch_gpu_project/.gitignore b/Source/sample_pytorch_gpu_project/.gitignore
similarity index 100%
rename from src/sample_pytorch_gpu_project/.gitignore
rename to Source/sample_pytorch_gpu_project/.gitignore
diff --git a/src/sample_pytorch_gpu_project/README.md b/Source/sample_pytorch_gpu_project/README.md
similarity index 100%
rename from src/sample_pytorch_gpu_project/README.md
rename to Source/sample_pytorch_gpu_project/README.md
diff --git a/src/sample_pytorch_gpu_project/aml_example/aml_components/inference-component.yaml b/Source/sample_pytorch_gpu_project/aml_example/aml_components/inference-component.yaml
similarity index 100%
rename from src/sample_pytorch_gpu_project/aml_example/aml_components/inference-component.yaml
rename to Source/sample_pytorch_gpu_project/aml_example/aml_components/inference-component.yaml
diff --git a/src/sample_pytorch_gpu_project/aml_example/aml_components/train-component.yaml b/Source/sample_pytorch_gpu_project/aml_example/aml_components/train-component.yaml
similarity index 100%
rename from src/sample_pytorch_gpu_project/aml_example/aml_components/train-component.yaml
rename to Source/sample_pytorch_gpu_project/aml_example/aml_components/train-component.yaml
diff --git a/src/sample_pytorch_gpu_project/aml_example/aml_setup/create-cpu-compute.yaml b/Source/sample_pytorch_gpu_project/aml_example/aml_setup/create-cpu-compute.yaml
similarity index 100%
rename from src/sample_pytorch_gpu_project/aml_example/aml_setup/create-cpu-compute.yaml
rename to Source/sample_pytorch_gpu_project/aml_example/aml_setup/create-cpu-compute.yaml
diff --git a/src/sample_pytorch_gpu_project/aml_example/aml_setup/create-env.yaml b/Source/sample_pytorch_gpu_project/aml_example/aml_setup/create-env.yaml
similarity index 100%
rename from src/sample_pytorch_gpu_project/aml_example/aml_setup/create-env.yaml
rename to Source/sample_pytorch_gpu_project/aml_example/aml_setup/create-env.yaml
diff --git a/src/sample_pytorch_gpu_project/aml_example/aml_setup/create-gpu-compute.yaml b/Source/sample_pytorch_gpu_project/aml_example/aml_setup/create-gpu-compute.yaml
similarity index 100%
rename from src/sample_pytorch_gpu_project/aml_example/aml_setup/create-gpu-compute.yaml
rename to Source/sample_pytorch_gpu_project/aml_example/aml_setup/create-gpu-compute.yaml
diff --git a/src/sample_pytorch_gpu_project/aml_example/sample-aml-components-pipeline.yml b/Source/sample_pytorch_gpu_project/aml_example/sample-aml-components-pipeline.yml
similarity index 100%
rename from src/sample_pytorch_gpu_project/aml_example/sample-aml-components-pipeline.yml
rename to Source/sample_pytorch_gpu_project/aml_example/sample-aml-components-pipeline.yml
diff --git a/src/sample_pytorch_gpu_project/inference.py b/Source/sample_pytorch_gpu_project/inference.py
similarity index 100%
rename from src/sample_pytorch_gpu_project/inference.py
rename to Source/sample_pytorch_gpu_project/inference.py
diff --git a/src/sample_pytorch_gpu_project/sample_main.py b/Source/sample_pytorch_gpu_project/sample_main.py
similarity index 100%
rename from src/sample_pytorch_gpu_project/sample_main.py
rename to Source/sample_pytorch_gpu_project/sample_main.py
diff --git a/src/sample_pytorch_gpu_project/tests/.gitkeep b/Source/sample_pytorch_gpu_project/tests/.gitkeep
similarity index 100%
rename from src/sample_pytorch_gpu_project/tests/.gitkeep
rename to Source/sample_pytorch_gpu_project/tests/.gitkeep
diff --git a/src/sample_pytorch_gpu_project/tests/test_dummy.py b/Source/sample_pytorch_gpu_project/tests/test_dummy.py
similarity index 100%
rename from src/sample_pytorch_gpu_project/tests/test_dummy.py
rename to Source/sample_pytorch_gpu_project/tests/test_dummy.py
diff --git a/src/sample_pytorch_gpu_project/train.py b/Source/sample_pytorch_gpu_project/train.py
similarity index 100%
rename from src/sample_pytorch_gpu_project/train.py
rename to Source/sample_pytorch_gpu_project/train.py
diff --git a/notebooks/.devcontainer/Dockerfile b/notebooks/.devcontainer/Dockerfile
deleted file mode 100644
index cc62cff..0000000
--- a/notebooks/.devcontainer/Dockerfile
+++ /dev/null
@@ -1,20 +0,0 @@
-FROM python:3.9.16
-# create non-root user and set the default user
-ARG USERNAME=devuser
-ARG USER_UID=1000
-ARG USER_GID=$USER_UID
-RUN groupadd --gid $USER_GID $USERNAME \
-    && useradd --uid $USER_UID --gid $USER_GID -m $USERNAME \
-    # Add sudo support
-    && apt-get update \
-    && apt-get install -y sudo \
-    && echo $USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/$USERNAME \
-    && chmod 0440 /etc/sudoers.d/$USERNAME \
-    && rm -rf /var/lib/apt/lists/*
-USER $USERNAME
-
-# make all python tools installed by pip accesible
-ENV PATH=$PATH:/home/$USERNAME/.local/bin
-RUN pip install pip --upgrade
-COPY requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
diff --git a/notebooks/.devcontainer/devcontainer.json b/notebooks/.devcontainer/devcontainer.json
deleted file mode 100644
index 07566ac..0000000
--- a/notebooks/.devcontainer/devcontainer.json
+++ /dev/null
@@ -1,61 +0,0 @@
-{
-    "name": "notebooks",
-    "dockerComposeFile": [
-        "docker-compose.yml"
-    ],
-    "workspaceFolder": "/workspace/notebooks",
-    "service": "notebooks",
-    "shutdownAction": "none",
-    "postAttachCommand": "bash",
-    "settings": {
-        "terminal.integrated.defaultProfile.linux": "bash",
-        "autoDocstring.docstringFormat": "google",
-        "python.formatting.provider": "black",
-        "python.linting.banditEnabled": true,
-        "python.linting.banditArgs": [
-            "-r",
-            "--configfile=${workspaceFolder}/../bandit.yml"
-        ],
-        "python.linting.enabled": true,
-        "python.linting.flake8Enabled": true,
-        "python.linting.flake8Args": [
-            "--max-line-length=88"
-        ],
-        "python.linting.mypyEnabled": true,
-        "python.testing.pytestEnabled": true,
-        "python.pythonPath": "python",
-        "[python]": {
-            "editor.formatOnSave": true,
-            "editor.codeActionsOnSave": {
-                "source.organizeImports": true
-            },
-            "files.trimTrailingWhitespace": true
-        },
-        "isort.args": [
-            "--profile",
-            "black"
-        ],
-    },
-    "extensions": [
-        "codezombiech.gitignore",
-        "DavidAnson.vscode-markdownlint",
-        "donjayamanne.githistory",
-        "donjayamanne.python-environment-manager",
-        "eamodio.gitlens",
-        "GitHub.copilot",
-        "Gruntfuggly.todo-tree",
-        "ionutvmi.path-autocomplete",
-        "marchiore.csvtomarkdown",
-        "mechatroner.rainbow-csv",
-        "ms-azure-devops.azure-pipelines",
-        "ms-python.python",
-        "ms-python.isort",
-        "ms-toolsai.jupyter",
-        "ms-vsliveshare.vsliveshare",
-        "njpwerner.autodocstring",
-        "redhat.vscode-yaml",
-        "streetsidesoftware.code-spell-checker",
-        "timonwong.shellcheck",
-    ]
-
-}
diff --git a/notebooks/.devcontainer/docker-compose.yml b/notebooks/.devcontainer/docker-compose.yml
deleted file mode 100644
index 7312de9..0000000
--- a/notebooks/.devcontainer/docker-compose.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-version: '3'
-services:
-  notebooks:
-    env_file: ../../.env
-    build:
-      context: .
-      dockerfile: Dockerfile
-    volumes:
-      # Mount the root folder that contains .git
-      - ../..:/workspace:cached
-    command: /bin/sh -c "while sleep 1000; do :; done"
diff --git a/notebooks/.devcontainer/requirements.txt b/notebooks/.devcontainer/requirements.txt
deleted file mode 100644
index 6b8cb80..0000000
--- a/notebooks/.devcontainer/requirements.txt
+++ /dev/null
@@ -1,17 +0,0 @@
-# Ensure these req versions are in sync together with the following so that code quality checks are consistent:
-# - src/common/requirements.txt
-# - notebooks/.devcontainer/requirements.txt
-# - .azuredevops/requirements.txt
-# - .github/workflows/requirements.txt
-bandit==1.7.5
-black==23.1.0
-flake8==6.0.0
-isort==5.12.0
-mypy==1.1.1
-pytest==7.2.2
-pre-commit==3.2.1
-
-# notebooks specific requirements
-ipykernel==6.22.0
-nbconvert==7.2.10
-nbformat==5.8.0
diff --git a/src/.amlignore b/src/.amlignore
deleted file mode 100644
index 052da9d..0000000
--- a/src/.amlignore
+++ /dev/null
@@ -1,15 +0,0 @@
-**/outputs
-**/data
-**/logs
-**/tests
-**/__pycache__
-**/.mypy_cache
-**/.pytest_cache
-**/.vscode
-**/junit
-**/.azuredevops
-**/.venv
-**/venv
-**/*.md
-**/train_artifacts
-**/mlruns
\ No newline at end of file
diff --git a/src/.dockerignore b/src/.dockerignore
deleted file mode 100644
index 052da9d..0000000
--- a/src/.dockerignore
+++ /dev/null
@@ -1,15 +0,0 @@
-**/outputs
-**/data
-**/logs
-**/tests
-**/__pycache__
-**/.mypy_cache
-**/.pytest_cache
-**/.vscode
-**/junit
-**/.azuredevops
-**/.venv
-**/venv
-**/*.md
-**/train_artifacts
-**/mlruns
\ No newline at end of file
diff --git a/src/sample_cpu_project/.devcontainer/Dockerfile b/src/sample_cpu_project/.devcontainer/Dockerfile
deleted file mode 100644
index d8d1659..0000000
--- a/src/sample_cpu_project/.devcontainer/Dockerfile
+++ /dev/null
@@ -1,26 +0,0 @@
-FROM python:3.9.16
-# create non-root user and set the default user
-ARG USERNAME=devuser
-ARG USER_UID=1000
-ARG USER_GID=$USER_UID
-RUN groupadd --gid $USER_GID $USERNAME \
-    && useradd --uid $USER_UID --gid $USER_GID -m $USERNAME \
-    # Add sudo support
-    && apt-get update \
-    && apt-get install -y sudo \
-    && echo $USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/$USERNAME \
-    && chmod 0440 /etc/sudoers.d/$USERNAME \
-    && rm -rf /var/lib/apt/lists/*
-USER $USERNAME
-
-# make all python tools installed by pip accesible
-ENV PATH=$PATH:/home/devuser/.local/bin
-RUN pip install pip --upgrade
-COPY sample_cpu_project/.devcontainer/requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
-
-# install python tools
-COPY common/requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
-
-
diff --git a/src/sample_cpu_project/.devcontainer/devcontainer.json b/src/sample_cpu_project/.devcontainer/devcontainer.json
deleted file mode 100644
index c2756b3..0000000
--- a/src/sample_cpu_project/.devcontainer/devcontainer.json
+++ /dev/null
@@ -1,60 +0,0 @@
-{
-    "name": "sample_cpu_project",
-    "dockerComposeFile": [
-        "docker-compose.yml"
-    ],
-    "workspaceFolder": "/workspace/src/sample_cpu_project",
-    "service": "sample_cpu_project",
-    "shutdownAction": "none",
-    "postAttachCommand": "bash",
-    "settings": {
-        "terminal.integrated.defaultProfile.linux": "bash",
-        "autoDocstring.docstringFormat": "google",
-        "python.formatting.provider": "black",
-        "python.linting.banditEnabled": true,
-        "python.linting.banditArgs": [
-            "-r",
-            "--configfile=${workspaceFolder}/../../bandit.yml"
-        ],
-        "python.linting.enabled": true,
-        "python.linting.flake8Enabled": true,
-        "python.linting.flake8Args": [
-            "--max-line-length=88"
-        ],
-        "python.linting.mypyEnabled": true,
-        "python.testing.pytestEnabled": true,
-        "python.pythonPath": "python",
-        "[python]": {
-            "editor.formatOnSave": true,
-            "editor.codeActionsOnSave": {
-                "source.organizeImports": true
-            },
-            "files.trimTrailingWhitespace": true
-        },
-        "isort.args": [
-            "--profile",
-            "black"
-        ],
-    },
-    "extensions": [
-        "codezombiech.gitignore",
-        "DavidAnson.vscode-markdownlint",
-        "donjayamanne.githistory",
-        "donjayamanne.python-environment-manager",
-        "eamodio.gitlens",
-        "GitHub.copilot",
-        "Gruntfuggly.todo-tree",
-        "ionutvmi.path-autocomplete",
-        "marchiore.csvtomarkdown",
-        "mechatroner.rainbow-csv",
-        "ms-azure-devops.azure-pipelines",
-        "ms-python.python",
-        "ms-python.isort",
-        "ms-toolsai.jupyter",
-        "ms-vsliveshare.vsliveshare",
-        "njpwerner.autodocstring",
-        "redhat.vscode-yaml",
-        "streetsidesoftware.code-spell-checker",
-        "timonwong.shellcheck",
-    ]
-}
diff --git a/src/sample_cpu_project/.devcontainer/docker-compose.yml b/src/sample_cpu_project/.devcontainer/docker-compose.yml
deleted file mode 100644
index 05a38ea..0000000
--- a/src/sample_cpu_project/.devcontainer/docker-compose.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-version: "3"
-services:
-  sample_cpu_project:
-    env_file: ../../../.env
-    build:
-      context: ../../
-      dockerfile: sample_cpu_project/.devcontainer/Dockerfile
-    volumes:
-      # Mount the root folder that contains .git
-      - ../../..:/workspace:cached
-    command: /bin/sh -c "while sleep 1000; do :; done"
diff --git a/src/sample_cpu_project/.devcontainer/requirements.txt b/src/sample_cpu_project/.devcontainer/requirements.txt
deleted file mode 100644
index e69de29..0000000
diff --git a/src/sample_pytorch_gpu_project/.devcontainer/Dockerfile b/src/sample_pytorch_gpu_project/.devcontainer/Dockerfile
deleted file mode 100644
index 996b2dc..0000000
--- a/src/sample_pytorch_gpu_project/.devcontainer/Dockerfile
+++ /dev/null
@@ -1,36 +0,0 @@
-# leverage multi-stage build and copy python binaries to cuda container
-FROM python:3.9.16 as python
-FROM nvidia/cuda:12.0.1-cudnn8-runtime-ubuntu20.04
-COPY --from=python /usr/local/ /usr/local/
-
-RUN apt-get update \
-    && apt-get install -y \
-    wget \
-    git \
-    sudo \
-    && rm -rf /var/lib/apt/lists/*
-
-# install Azure CLI
-RUN wget -qO- https://aka.ms/InstallAzureCLIDeb | bash
-
-# create non-root user and set the default user
-ARG USERNAME=devuser
-ARG USER_UID=1000
-ARG USER_GID=$USER_UID
-RUN groupadd --gid $USER_GID $USERNAME \
-    && useradd --uid $USER_UID --gid $USER_GID -m $USERNAME \
-    && echo $USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/$USERNAME \
-    && chmod 0440 /etc/sudoers.d/$USERNAME 
-USER $USERNAME
-
-# make all python tools installed by pip accesible
-ENV PATH=$PATH:/home/$USERNAME/.local/bin
-RUN pip install pip --upgrade
-COPY sample_pytorch_gpu_project/.devcontainer/requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
-
-# install python tools
-COPY common/requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
-
-RUN az extension add --name ml
diff --git a/src/sample_pytorch_gpu_project/.devcontainer/devcontainer.json b/src/sample_pytorch_gpu_project/.devcontainer/devcontainer.json
deleted file mode 100644
index 7e3c0b2..0000000
--- a/src/sample_pytorch_gpu_project/.devcontainer/devcontainer.json
+++ /dev/null
@@ -1,64 +0,0 @@
-{
-    "name": "sample_pytorch_gpu_project",
-    "dockerComposeFile": [
-        "docker-compose.yml"
-    ],
-    "workspaceFolder": "/workspace/src/sample_pytorch_gpu_project",
-    "service": "sample_pytorch_gpu_project",
-    "shutdownAction": "none",
-    "postAttachCommand": "bash",
-    "runArgs": [
-        "--gpus",
-        "all"
-    ],
-    "settings": {
-        "terminal.integrated.defaultProfile.linux": "bash",
-        "autoDocstring.docstringFormat": "google",
-        "python.formatting.provider": "black",
-        "python.linting.banditEnabled": true,
-        "python.linting.banditArgs": [
-            "-r",
-            "--configfile=${workspaceFolder}/../../bandit.yml"
-        ],
-        "python.linting.enabled": true,
-        "python.linting.flake8Enabled": true,
-        "python.linting.flake8Args": [
-            "--max-line-length=88"
-        ],
-        "python.linting.mypyEnabled": true,
-        "python.testing.pytestEnabled": true,
-        "python.pythonPath": "python",
-        "[python]": {
-            "editor.formatOnSave": true,
-            "editor.codeActionsOnSave": {
-                "source.organizeImports": true
-            },
-            "files.trimTrailingWhitespace": true
-        },
-        "isort.args": [
-            "--profile",
-            "black"
-        ],
-    },
-    "extensions": [
-        "codezombiech.gitignore",
-        "DavidAnson.vscode-markdownlint",
-        "donjayamanne.githistory",
-        "donjayamanne.python-environment-manager",
-        "eamodio.gitlens",
-        "GitHub.copilot",
-        "Gruntfuggly.todo-tree",
-        "ionutvmi.path-autocomplete",
-        "marchiore.csvtomarkdown",
-        "mechatroner.rainbow-csv",
-        "ms-azure-devops.azure-pipelines",
-        "ms-python.python",
-        "ms-python.isort",
-        "ms-toolsai.jupyter",
-        "ms-vsliveshare.vsliveshare",
-        "njpwerner.autodocstring",
-        "redhat.vscode-yaml",
-        "streetsidesoftware.code-spell-checker",
-        "timonwong.shellcheck",
-    ]
-}
diff --git a/src/sample_pytorch_gpu_project/.devcontainer/docker-compose.yml b/src/sample_pytorch_gpu_project/.devcontainer/docker-compose.yml
deleted file mode 100644
index fa86d23..0000000
--- a/src/sample_pytorch_gpu_project/.devcontainer/docker-compose.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-version: '3'
-services:
-  sample_pytorch_gpu_project:
-    env_file: ../../../.env
-    build:
-      context: ../../
-      dockerfile: sample_pytorch_gpu_project/.devcontainer/Dockerfile
-    volumes:
-      # Mount the root folder that contains .git
-      - ../../..:/workspace:cached
-    command: /bin/sh -c "while sleep 1000; do :; done"
diff --git a/src/sample_pytorch_gpu_project/.devcontainer/requirements.txt b/src/sample_pytorch_gpu_project/.devcontainer/requirements.txt
deleted file mode 100644
index 871de58..0000000
--- a/src/sample_pytorch_gpu_project/.devcontainer/requirements.txt
+++ /dev/null
@@ -1,11 +0,0 @@
-torch==2.0.0
-torchvision==0.15.1
-# use this below if you want to use torch 1.13.1 instead. 
-#  you need --extra-index-url flag as stated in https://pytorch.org/get-started/previous-versions/#linux-and-windows-1
-# torch==1.13.1+cu117
-# torchvision==0.14.1+cu117
-# --extra-index-url https://download.pytorch.org/whl/cu117
-
-# the below are used by AML, can be deleted if not using AML
-mlflow==2.3.1
-azureml-mlflow==1.50.0
\ No newline at end of file