refactoring: add initial pipeline configuration and model classes

requirements.txt

@@ -1,53 +1,178 @@
 absl-py==2.3.0
+altair==5.1.2
+annotated-types==0.7.0
+anyio==4.9.0
+appnope==0.1.4
+argon2-cffi==25.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+asttokens==3.0.0
 astunparse==1.6.3
+async-lru==2.0.5
+attrs==25.3.0
+babel==2.17.0
+beautifulsoup4==4.13.4
+black==25.1.0
+bleach==6.2.0
+blinker==1.9.0
+cachetools==6.1.0
 certifi==2025.6.15
+cffi==1.17.1
 charset-normalizer==3.4.2
+click==8.2.1
+comm==0.2.2
 contourpy==1.3.2
 cycler==0.12.1
+debugpy==1.8.14
+decorator==5.2.1
+defusedxml==0.7.1
+executing==2.2.0
+fastjsonschema==2.21.1
+flake8==7.3.0
 flatbuffers==25.2.10
 fonttools==4.58.4
+fqdn==1.5.1
 gast==0.6.0
+gitdb==4.0.12
+GitPython==3.1.45
 google-pasta==0.2.0
 grpcio==1.73.0
+h11==0.16.0
 h5py==3.14.0
+httpcore==1.0.9
+httpx==0.28.1
 idna==3.10
+imbalanced-learn==0.13.0
+ipykernel==6.29.5
+ipython==9.4.0
+ipython_pygments_lexers==1.1.1
+isoduration==20.11.0
+jedi==0.19.2
+Jinja2==3.1.6
 joblib==1.5.1
+json5==0.12.0
+jsonpointer==3.0.0
+jsonschema==4.24.0
+jsonschema-specifications==2025.4.1
+jupyter-events==0.12.0
+jupyter-lsp==2.2.5
+jupyter_client==8.6.3
+jupyter_core==5.8.1
+jupyter_server==2.16.0
+jupyter_server_terminals==0.5.3
+jupyterlab==4.4.4
+jupyterlab_pygments==0.3.0
+jupyterlab_server==2.27.3
 keras==3.10.0
 kiwisolver==1.4.8
 libclang==18.1.1
+lightgbm==4.6.0
 Markdown==3.8.2
 markdown-it-py==3.0.0
 MarkupSafe==3.0.2
 matplotlib==3.10.3
+matplotlib-inline==0.1.7
+mccabe==0.7.0
 mdurl==0.1.2
+mistune==3.1.3
 ml-dtypes==0.3.2
+mypy==1.17.0
+mypy_extensions==1.1.0
 namex==0.1.0
+narwhals==2.0.1
+nbclient==0.10.2
+nbconvert==7.16.6
+nbformat==5.10.4
+nest-asyncio==1.6.0
+nltk==3.9.1
+notebook==7.4.4
+notebook_shim==0.2.4
 numpy==1.26.4
+ollama==0.5.1
 opt_einsum==3.4.0
 optree==0.16.0
+overrides==7.7.0
 packaging==25.0
 pandas==2.3.0
+pandocfilters==1.5.1
+parso==0.8.4
+pathspec==0.12.1
+pexpect==4.9.0
 pillow==11.2.1
+platformdirs==4.3.8
+plotly==6.2.0
+prometheus_client==0.22.1
+prompt_toolkit==3.0.51
 protobuf==4.25.8
+psutil==7.0.0
+ptyprocess==0.7.0
+pure_eval==0.2.3
+pyarrow==21.0.0
+pycodestyle==2.14.0
+pycparser==2.22
+pydantic==2.11.7
+pydantic_core==2.33.2
+pydeck==0.9.1
+pyflakes==3.4.0
 Pygments==2.19.1
 pyparsing==3.2.3
 python-dateutil==2.9.0.post0
+python-json-logger==3.3.0
 pytz==2025.2
+PyYAML==6.0.2
+pyzmq==27.0.0
+referencing==0.36.2
+regex==2024.11.6
 requests==2.32.4
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
 rich==14.0.0
-scikit-learn==1.7.0
+rpds-py==0.26.0
+scikit-learn==1.6.1
 scipy==1.15.3
 seaborn==0.13.2
+Send2Trash==1.8.3
 six==1.17.0
+sklearn-compat==0.1.3
+smmap==5.0.2
+sniffio==1.3.1
+soupsieve==2.7
+stack-data==0.6.3
+streamlit==1.47.1
+tenacity==9.1.2
 tensorboard==2.16.2
 tensorboard-data-server==0.7.2
 tensorflow==2.16.2
 tensorflow-io-gcs-filesystem==0.37.1
 termcolor==3.1.0
+terminado==0.18.1
 threadpoolctl==3.6.0
+tinycss2==1.4.0
+toml==0.10.2
+toolz==1.0.0
+tornado==6.5.1
 tqdm==4.67.1
+traitlets==5.14.3
+types-python-dateutil==2.9.0.20250516
+types-PyYAML==6.0.12.20250516
+typing-inspection==0.4.1
 typing_extensions==4.14.0
 tzdata==2025.2
+uri-template==1.3.0
 urllib3==2.5.0
+wcwidth==0.2.13
+webcolors==24.11.1
+webencodings==0.5.1
+websocket-client==1.8.0
 Werkzeug==3.1.3
 wrapt==1.17.2
+xgboost==3.0.3
+scikit-learn~=1.6.1
+ollama~=0.5.1
+pydantic~=2.11.7
+streamlit~=1.47.1
+plotly~=6.2.0
+altair==5.1.2
+PyYAML~=6.0.2
+xgboost~=3.0.3
+lightgbm~=4.6.0