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requirements.txt

@@ -1,122 +1,32 @@
-aiofiles==24.1.0
-alembic==1.17.2
-annotated-doc==0.0.4
-annotated-types==0.7.0
-anyio==4.12.0
-blinker==1.9.0
-brotli==1.2.0
-cachetools==6.2.4
-certifi==2025.11.12
-cffi==2.0.0
-charset-normalizer==3.4.4
-click==8.3.1
-cloudpickle==3.1.2
-colorama==0.4.6
-contourpy==1.3.3
-cryptography==46.0.3
-cycler==0.12.1
-databricks-sdk==0.76.0
-deprecated==1.3.1
-docker==7.1.0
-fastapi==0.127.1
-ffmpy==1.0.0
-filelock==3.20.1
-flask-cors==6.0.2
-flask==3.1.2
-fonttools==4.61.1
-fsspec==2025.12.0
-gitdb==4.0.12
-gitpython==3.1.45
-google-auth==2.45.0
-gradio-client==2.0.2
-gradio==6.2.0
-graphene==3.4.3
-graphql-core==3.2.7
-graphql-relay==3.2.0
-greenlet==3.3.0
-groovy==0.1.2
-gunicorn==23.0.0
-h11==0.16.0
-hf-xet==1.2.0
-httpcore==1.0.9
-httptools==0.7.1
-httpx==0.28.1
-huey==2.5.5
-huggingface-hub==1.2.3
-idna==3.11
-imbalanced-learn==0.13.0
-importlib-metadata==8.7.1
-itsdangerous==2.2.0
-jinja2==3.1.6
-joblib==1.5.3
-kiwisolver==1.4.9
-limits==5.6.0
-mako==1.3.10
-markdown-it-py==4.0.0
-markupsafe==3.0.3
-matplotlib==3.10.8
-mdurl==0.1.2
-mlflow-skinny==3.8.1
-mlflow-tracing==3.8.1
-mlflow==3.8.1
-numpy==2.4.0
-nvidia-nccl-cu12==2.28.9
-opentelemetry-api==1.39.1
-opentelemetry-proto==1.39.1
-opentelemetry-sdk==1.39.1
-opentelemetry-semantic-conventions==0.60b1
-orjson==3.11.5
-packaging==25.0
-pandas==2.3.3
-pillow==12.0.0
-protobuf==6.33.2
-psycopg2-binary==2.9.9
-pyarrow==22.0.0
-pyasn1-modules==0.4.2
-pyasn1==0.6.1
-pycparser==2.23
-pydantic-core==2.41.5
-pydantic==2.12.5
-pydub==0.25.1
-pygments==2.19.2
-pyparsing==3.3.1
-python-dateutil==2.9.0.post0
-python-dotenv==1.0.0
-python-json-logger==4.0.0
-python-multipart==0.0.21
-pytz==2025.2
-pywin32==311
-pyyaml==6.0.3
-requests==2.32.5
-rich==14.2.0
-rsa==4.9.1
-safehttpx==0.1.7
-scikit-learn==1.6.1
-scipy==1.16.3
-semantic-version==2.10.0
-shellingham==1.5.4
-six==1.17.0
-sklearn-compat==0.1.5
-slowapi==0.1.9
-smmap==5.0.2
-sqlalchemy==2.0.23
-sqlparse==0.5.5
-starlette==0.50.0
-threadpoolctl==3.6.0
-tomlkit==0.13.3
-tqdm==4.67.1
-typer-slim==0.21.0
-typer==0.21.0
-typing-extensions==4.15.0
-typing-inspection==0.4.2
-tzdata==2025.3
-urllib3==2.6.2
-uvicorn==0.32.1
-uvloop==0.22.1
-waitress==3.0.2
-watchfiles==1.1.1
-websockets==15.0.1
-werkzeug==3.1.4
-wrapt==2.0.1
-xgboost==2.1.4
-zipp==3.23.0
+# Requirements for Hugging Face Spaces (Python 3.10 compatible)
+# Minimal dependencies for Employee Turnover Prediction App
+
+# Core ML libraries
+scikit-learn>=1.3.0,<1.6.0
+xgboost>=2.0.0,<3.0.0
+numpy>=1.24.0,<2.0.0
+pandas>=2.0.0,<2.2.0
+joblib>=1.3.0,<2.0.0
+scipy>=1.11.0,<1.14.0
+imbalanced-learn>=0.11.0,<0.13.0
+
+# Web framework
+gradio>=4.0.0,<5.0.0
+fastapi>=0.100.0,<1.0.0
+uvicorn[standard]>=0.23.0,<1.0.0
+pydantic>=2.0.0,<3.0.0
+starlette>=0.27.0,<1.0.0
+
+# Rate limiting
+slowapi>=0.1.9,<1.0.0
+
+# Hugging Face
+huggingface-hub>=0.20.0,<1.0.0
+
+# Database
+sqlalchemy>=2.0.0,<3.0.0
+psycopg2-binary>=2.9.0,<3.0.0
+
+# Utilities
+python-dotenv>=1.0.0,<2.0.0
+python-json-logger>=2.0.0,<3.0.0