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.gitattributes

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README.md

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+# My Scikit-learn Classifier
+
+This model classifies inputs using a classical machine learning approach.
+It was trained using scikit-learn and deployed using Hugging Face's inference API.

classifier.joblib

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+version https://git-lfs.github.com/spec/v1
+oid sha256:cfc26814c35a39cb3e4585fd560156ed5279fb3e7c6c9a516af73f92c84559fe
+size 3941552

inferece.py

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+import joblib
+import numpy as np
+
+model = joblib.load("classifier.joblib")
+
+def predict(inputs):
+    X = np.array([[v for v in sample.values()] for sample in inputs])
+    predictions = model.predict(X)
+    return [int(p) for p in predictions]

requirements.txt

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+aiofiles==24.1.0
+annotated-types==0.7.0
+anyio==4.9.0
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+asttokens==3.0.0
+async-lru==2.0.5
+attrs==25.3.0
+audioread==3.0.1
+babel==2.17.0
+backcall==0.2.0
+beautifulsoup4==4.13.4
+bleach==6.2.0
+catboost==1.2.8
+certifi==2025.1.31
+cffi==1.17.1
+charset-normalizer==3.4.1
+click==8.1.8
+colorama==0.4.6
+comm==0.2.2
+contourpy==1.3.2
+cycler==0.12.1
+debugpy==1.8.14
+decorator==5.2.1
+defusedxml==0.7.1
+docopt==0.6.2
+exceptiongroup==1.2.2
+executing==2.2.0
+fastapi==0.115.12
+fastjsonschema==2.21.1
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+filelock==3.18.0
+fonttools==4.57.0
+fqdn==1.5.1
+fsspec==2025.3.2
+gradio==5.29.0
+gradio_client==1.10.0
+graphviz==0.20.3
+groovy==0.1.2
+h11==0.16.0
+httpcore==1.0.9
+httpx==0.28.1
+huggingface-hub==0.30.2
+idna==3.10
+imbalanced-learn==0.13.0
+imblearn==0.0
+ipykernel==6.29.5
+ipython==8.12.3
+ipywidgets==8.1.6
+isoduration==20.11.0
+jedi==0.19.2
+Jinja2==3.1.6
+joblib==1.4.2
+json5==0.12.0
+jsonpointer==3.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2025.4.1
+jupyter==1.1.1
+jupyter-console==6.6.3
+jupyter-events==0.12.0
+jupyter-lsp==2.2.5
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+jupyter_server==2.15.0
+jupyter_server_terminals==0.5.3
+jupyterlab==4.4.1
+jupyterlab_pygments==0.3.0
+jupyterlab_server==2.27.3
+jupyterlab_widgets==3.0.14
+kaggle==1.7.4.2
+kiwisolver==1.4.8
+lazy_loader==0.4
+librosa==0.11.0
+lightgbm==4.6.0
+llvmlite==0.44.0
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+matplotlib==3.10.1
+matplotlib-inline==0.1.7
+mdurl==0.1.2
+mistune==3.1.3
+msgpack==1.1.0
+narwhals==1.37.1
+nbclient==0.10.2
+nbconvert==7.16.6
+nbformat==5.10.4
+nest-asyncio==1.6.0
+notebook==7.4.1
+notebook_shim==0.2.4
+numba==0.61.2
+numpy==2.2.5
+orjson==3.10.18
+overrides==7.7.0
+packaging==25.0
+pandas==2.2.3
+pandocfilters==1.5.1
+parso==0.8.4
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+platformdirs==4.3.7
+plotly==6.0.1
+pooch==1.8.2
+praat-parselmouth==0.4.5
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+prometheus_client==0.21.1
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+protobuf==6.30.2
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+python-dateutil==2.9.0.post0
+python-json-logger==3.3.0
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+python-slugify==8.0.4
+python-speech-features==0.6
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+scipy==1.15.2
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