Merge branch 'setup'

.devcontainer/devcontainer.json

@@ -8,11 +8,16 @@
         "vscode": {
             "extensions": [
                 "ms-python.python",
-                "ms-azuretools.vscode-docker"
+                "ms-azuretools.vscode-docker",
+                "tamasfe.even-better-toml"
             ]
         }
     },
     "containerEnv": {
         "SHELL": "/bin/bash"
-    }
+    },
+    "remoteEnv": {
+        "PATH": "/home/vscode/.local/bin:${containerEnv:PATH}"
+    },
+    "postStartCommand": "pip install -e ."
 }

.gitignore

+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# 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/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# artifacts
+out/

.gitlab-ci.yml

+stages:
+- run_scripts
+
+run_app:
+  stage: run_scripts
+  image: python:3-alpine
+  tags:
+  - amd64 # needed for matplotlib
+  variables:
+    PIP_ROOT_USER_ACTION: ignore
+  script:
+  - pip install .

dataset/InjectionMolding_Test.csv

+PowTotAct_Min,Inj1PosVolAct_Var,Inj1PrsAct_meanOfInjPhase,Inj1HopTmpAct_1stPCscore,Inj1HtgEd3Act_1stPCscore,ClpFceAct_1stPCscore,ClpPosAct_1stPCscore,OilTmp1Act_1stPCscore,mass
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pyproject.toml

+[project]
+name = "vqcfim"
+version = "1.0.0"
+description = "Virtual Quality Control for Injection Molding"
+dependencies = [
+
+]
+maintainers = [
+    {name = "Andri Joos"},
+]
+
+[project.urls]
+Repository = "https://git.420joos.dev/ost/ml/virtual-quality-control-for-injection-molding/project"
+"Findings Report" = "https://git.420joos.dev/ost/ml/virtual-quality-control-for-injection-molding/report"
+
+[build-system]
+requires = [
+    "setuptools>=60.0.0",
+    "wheel"
+]
+build-backend = "setuptools.build_meta"
+
+[project.scripts]
+vqcfim = "src.app:main"

src/app.py

+def main():
+    pass
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file