torch inference for segmentation

.github/ISSUE_TEMPLATE.md

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+* easymode version:
+* Python version:
+* Operating System:
+
+### Description
+
+Describe what you were trying to get done.
+Tell us what happened, what went wrong, and what you expected to happen.
+
+### What I Did
+
+```
+Paste the command(s) you ran and the output.
+If there was a crash, please include the traceback here.
+```

.github/TEST_FAIL_TEMPLATE.md

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+---
+title: "{{ env.TITLE }}"
+labels: [bug]
+---
+The {{ workflow }} workflow failed on {{ date | date("YYYY-MM-DD HH:mm") }} UTC
+
+The most recent failing test was on {{ env.PLATFORM }} py{{ env.PYTHON }}
+with commit: {{ sha }}
+
+Full run: https://github.com/{{ repo }}/actions/runs/{{ env.RUN_ID }}
+
+(This post will be updated if another test fails, as long as this issue remains open.)

.github/dependabot.yml

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+# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+
+version: 2
+updates:
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+    commit-message:
+      prefix: "ci(dependabot):"

.github/workflows/ci.yml

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+name: CI
+
+on:
+  push:
+    branches: [master]
+    tags: [v*]
+  pull_request:
+  workflow_dispatch:
+  schedule:
+    # run every week (for --pre release tests)
+    - cron: "0 0 * * 0"
+
+# cancel in-progress runs that use the same workflow and branch
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  check-manifest:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v5
+      - run: pipx run check-manifest
+
+  test:
+    name: ${{ matrix.platform }} (${{ matrix.python-version }})
+    runs-on: ${{ matrix.platform }}
+    env:
+      UV_PRERELEASE: ${{ github.event_name == 'schedule' && 'allow' || 'if-necessary-or-explicit' }}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
+        platform: [ubuntu-latest, ] # macos-latest, windows-latest]
+
+    steps:
+      - uses: actions/checkout@v5
+
+      - name: 🐍 Set up Python ${{ matrix.python-version }}
+        uses: astral-sh/setup-uv@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+          enable-cache: true
+
+      - name: Install Dependencies
+        run: uv sync --no-dev --group test
+
+      - name: 🧪 Run Tests
+        run: uv run pytest --cov --cov-report=xml --cov-report=term-missing
+
+      # If something goes wrong with --pre tests, we can open an issue in the repo
+      - name: 📝 Report --pre Failures
+        if: failure() && github.event_name == 'schedule'
+        uses: JasonEtco/create-an-issue@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PLATFORM: ${{ matrix.platform }}
+          PYTHON: ${{ matrix.python-version }}
+          RUN_ID: ${{ github.run_id }}
+          TITLE: "[test-bot] pip install --pre is failing"
+        with:
+          filename: .github/TEST_FAIL_TEMPLATE.md
+          update_existing: true
+
+      - name: Coverage
+        uses: codecov/codecov-action@v5
+        # with:
+        #   token: ${{ secrets.CODECOV_TOKEN }}
+
+  build-and-inspect-package:
+    name: Build & inspect package.
+    needs: test
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v5
+        with:
+          fetch-depth: 0
+      - uses: hynek/build-and-inspect-python-package@v2
+
+  upload-to-pypi:
+    name: Upload package to PyPI
+    needs: build-and-inspect-package
+    if: success() && startsWith(github.ref, 'refs/tags/') && github.event_name != 'schedule'
+    runs-on: ubuntu-latest
+    permissions:
+      # IMPORTANT: this permission is mandatory for trusted publishing on PyPi
+      # see https://docs.pypi.org/trusted-publishers/
+      id-token: write
+      # This permission allows writing releases
+      contents: write
+
+    steps:
+      - name: Download built artifact to dist/
+        uses: actions/download-artifact@v5
+        with:
+          name: Packages
+          path: dist
+      - name: 🚢 Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+      - uses: softprops/action-gh-release@v2
+        with:
+          generate_release_notes: true
+          files: './dist/*'

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+.DS_Store
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# dotenv
+.env
+
+# virtualenv
+.venv
+venv/
+ENV/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+
+# ruff
+.ruff_cache/
+
+# IDE settings
+.vscode/
+.idea/

.pre-commit-config.yaml

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+# enable pre-commit.ci at https://pre-commit.ci/
+# it adds:
+# 1. auto fixing pull requests
+# 2. auto updating the pre-commit configuration
+ci:
+  autoupdate_schedule: monthly
+  autofix_commit_msg: "style(pre-commit.ci): auto fixes [...]"
+  autoupdate_commit_msg: "ci(pre-commit.ci): autoupdate"
+
+repos:
+  - repo: https://github.com/abravalheri/validate-pyproject
+    rev: v0.24.1
+    hooks:
+      - id: validate-pyproject
+
+  - repo: https://github.com/rhysd/actionlint
+    rev: v1.7.7
+    hooks:
+      - id: actionlint
+
+  - repo: https://github.com/adhtruong/mirrors-typos
+    rev: v1.36.2
+    hooks:
+      - id: typos
+        args: [--force-exclude]  # omitting --write-changes
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.13.0
+    hooks:
+      - id: ruff-check
+        args: [--fix]  # may also add '--unsafe-fixes'
+      - id: ruff-format
+
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.18.1
+    hooks:
+      - id: mypy
+        files: "^src/"
+        # # you have to add the things you want to type check against here
+        # additional_dependencies:
+        #   - numpy
+

CHANGELOG.md

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+# Changelog
+
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
+and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+
+## [0.0.2] - 2025-12-05
+
+### Changed
+- Migrated from setup.py to pyproject.toml (PEP 517/621)
+- Restructured to src-layout for better packaging practices
+- Added modern development tooling (ruff, mypy, pre-commit)
+- Added comprehensive CI/CD via GitHub Actions
+- Implemented git-based versioning via hatch-vcs
+
+### Infrastructure
+- Python 3.10+ required (dropped 3.7-3.9 support)
+- Added pytest-based testing infrastructure
+- Added pre-commit hooks for code quality
+- Added multi-platform CI (Ubuntu, macOS, Windows)
+- All tests run on Python 3.10-3.13
+
+### Maintained
+- All existing functionality preserved
+- GPL v3 license maintained
+- All dependencies kept as-is
+- Package imports unchanged (`import easymode.X`)