fix #472

.dockerignore

@@ -1 +1,83 @@
-examples/*
+# Version control
+.git/
+.gitignore
+.github/
+
+# Python
+__pycache__/
+*.py[cod]
+*.so
+*.egg-info/
+.pytest_cache/
+.venv/
+venv/
+env/
+.conda/
+.ruff_cache
+
+# Build artifacts
+_build/
+dist/
+*.egg
+*.egg-info/
+.installed.cfg
+
+# Documentation
+docs/_build/
+docs/_static/
+docs/src/
+docs/build/
+docs/_autosummary/
+
+# Examples (keeping only specific files)
+examples/*
+!examples/transforms/
+!examples/transforms/*.ipynb
+!examples/*.py
+!examples/*.yaml
+!examples/*.ipynb
+
+# Jupyter
+*.ipynb_checkpoints/
+
+# IDE and editor
+.vscode/
+.idea/
+*.swp
+*.swo
+
+# Data and model files
+*.h5
+*.pkl
+*.np*
+*.mdb
+*.pt*
+*.ckpt*
+*.pth*
+*.yaml
+*.out
+*.txt
+*.png
+*.jpg
+*.npy
+
+# Docker
+docker/
+Dockerfile*
+.dockerignore
+
+# Other
+*.conflict
+*.coverage
+*.xml
+develop-eggs/
+downloaded/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+.Python

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -0,0 +1,56 @@
+name: Bug Report
+description: File a bug report.
+title: "[Bug] "
+labels:
+  - "type: bug"
+
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to fill out this bug report!
+        Before you open an issue, be sure to check the following:
+        [Issues](https://github.com/TorchDSP/torchsig/issues)
+        [TorchSig Docs](https://torchsig.readthedocs.io/en/latest/index.html)
+        [TorchSig Wiki](https://github.com/TorchDSP/torchsig/wiki)
+
+        **Please only report bugs for the codebase. Use our [Discussions](https://github.com/TorchDSP/torchsig/discussions) page for questions about usage or installation.**
+  - type: dropdown
+    id: version
+    attributes:
+      label: Version
+      description: What version of TorchSig? Note that any bugs before 1.0.0 are not prioritized.
+      options:
+        - 2.1.1 (Default)
+        - 2.1.0
+        - 2.0.0
+        - 1.1.0
+        - 1.0.0
+        - 0.6.1
+        - 0.6.0
+        - Other
+      default: 0
+    validations:
+      required: true
+  - type: textarea
+    id: os-system
+    attributes:
+      label: System Information
+      description: Include any relevent information about OS, environment, etc.
+      value: |
+        OS: (Linux Distro, Mac, Windows)
+        Environment: (Docker, venv, conda, etc)
+  - type: textarea
+    id: description
+    attributes:
+      label: Description
+      description: Describe concisely what you expected to happen, what happened, and anything else.
+    validations:
+      required: true
+  - type: textarea
+    id: reproduce
+    attributes:
+      label: How to Reproduce the Bug
+      description: Describe how to reproduce this bug.
+    validations:
+      required: true

.github/ISSUE_TEMPLATE/config.yml

@@ -0,0 +1 @@
+blank_issues_enabled: false

.github/ISSUE_TEMPLATE/feature_request.yml

@@ -0,0 +1,24 @@
+name: Feature Request
+description: Suggest an idea for this project.
+title: "[Feature] "
+labels: ["type: feature"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to request this new feature!
+  - type: checkboxes
+    id: check-exist
+    attributes:
+      label: Is there an existing feature already?
+      description: Please search to see if this feature has already been requested.
+      options:
+      - label: Yes, I have checked the existing features.
+        required: true
+  - type: textarea
+    id: description
+    attributes:
+      label: Description
+      description: A clear and consise description of the problem and how this new feature is the solution.
+    validations:
+      required: true

.github/PULL_REQUEST_TEMPLATE/pull_request_template.md

@@ -1,24 +1,22 @@
 ## Summary
 
-Describe your changes here specifying if the change is a bug fix, enhancement, new feature, etc.
+Describe your changes here specifying if the change is a bug fix, enhancement, new feature, etc. Mention relevent issues or discussion posts as necessary.
 
 ## Test Plan
 
 Describe how you tested and verified your changes here (changes captured in existing tests, built and ran new tests, etc.).
 
 ## Before Submitting
-- [ ] Check mypy locally
-    - `pip3 install mypy==1.2.0`
-    - `mypy --ignore-missing-imports torchsig`
-    - Address any error messages
-- [ ] Lint check locally
-    - `pip3 install flake8`
-    - `flake8 --select=E9,F63,F7,F82 torchsig`
-    - Address any error messages
-- [ ] Run formatter if needed
-    - `pip3 install git+https://github.com/GooeeIOT/pyfmt.git`
-    - `pyfmt torchsig`
-- [ ] Run test suite locally
-    - `pytest --ignore-glob=*_figures.py --ignore-glob=*_benchmark.py`
-    - Ensure tests are successful prior to submitting PR
-
+- [ ] Check for bugs/errors
+    - [ ] Run example notebooks
+        - `examples/`
+        - Ensure all notebooks run successfully.
+    - [ ] Write or update unit tests in `tests/`
+    - [ ] Run Pytest: `pytest`
+        - Ensure all tests pass successfully
+- [ ] Run Pylint: `pylint --rcfile=.pylintrc torchsig`
+    - [ ] Score > 9/10
+    - [ ] Code conforms with [PEP 8 Python Style Guide](https://peps.python.org/pep-0008/)
+    - [ ] [Google-style docstrings](https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html) used to document code
+        - This ensures our documentation stays up to date
+- [ ] Added contributers to PR

.github/workflows/ci.yml

@@ -0,0 +1,87 @@
+name: Continuous Integration
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+jobs:
+  pip-install:
+    runs-on: ubuntu-22.04
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -e .
+      - name: Verify installation
+        run: |
+          python -c "import torchsig; print('Successfully imported torchsig')"
+
+  pylint:
+    runs-on: ubuntu-22.04
+    needs: pip-install
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -e .
+          pip install pylint
+      - name: Run pylint
+        run: pylint --rcfile=.pylintrc torchsig
+        continue-on-error: ${{ github.ref != 'refs/heads/main' && (github.event_name != 'pull_request' || github.event.pull_request.base.ref != 'main') }}
+
+  ruff:
+    runs-on: ubuntu-22.04
+    needs: pip-install
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -e .
+          pip install ruff
+      - name: Run ruff
+        run: ruff check .
+        continue-on-error: true
+
+  pytest:
+    runs-on: ubuntu-22.04
+    needs: pip-install
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -e .
+      - name: Run pytest
+        run: pytest
+        continue-on-error: ${{ github.ref != 'refs/heads/main' && (github.event_name != 'pull_request' || github.event.pull_request.base.ref != 'main') }}
+      - name: Comment coverage
+        if: github.event_name == 'pull_request'
+        uses: MishaKav/pytest-coverage-comment@main
+        with:
+          pytest-xml-coverage-path: coverage.xml
+        continue-on-error: true