Instructions to use ModelForge/spam-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use ModelForge/spam-classifier with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("ModelForge/spam-classifier", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
| from ._monitor import TMonitor, TqdmSynchronisationWarning | |
| from ._tqdm_pandas import tqdm_pandas | |
| from .cli import main # TODO: remove in v5.0.0 | |
| from .gui import tqdm as tqdm_gui # TODO: remove in v5.0.0 | |
| from .gui import trange as tgrange # TODO: remove in v5.0.0 | |
| from .std import ( | |
| TqdmDeprecationWarning, TqdmExperimentalWarning, TqdmKeyError, TqdmMonitorWarning, | |
| TqdmTypeError, TqdmWarning, tqdm, trange) | |
| from .version import __version__ | |
| __all__ = ['tqdm', 'tqdm_gui', 'trange', 'tgrange', 'tqdm_pandas', | |
| 'tqdm_notebook', 'tnrange', 'main', 'TMonitor', | |
| 'TqdmTypeError', 'TqdmKeyError', | |
| 'TqdmWarning', 'TqdmDeprecationWarning', | |
| 'TqdmExperimentalWarning', | |
| 'TqdmMonitorWarning', 'TqdmSynchronisationWarning', | |
| '__version__'] | |
| def tqdm_notebook(*args, **kwargs): # pragma: no cover | |
| """See tqdm.notebook.tqdm for full documentation""" | |
| from warnings import warn | |
| from .notebook import tqdm as _tqdm_notebook | |
| warn("This function will be removed in tqdm==5.0.0\n" | |
| "Please use `tqdm.notebook.tqdm` instead of `tqdm.tqdm_notebook`", | |
| TqdmDeprecationWarning, stacklevel=2) | |
| return _tqdm_notebook(*args, **kwargs) | |
| def tnrange(*args, **kwargs): # pragma: no cover | |
| """Shortcut for `tqdm.notebook.tqdm(range(*args), **kwargs)`.""" | |
| from warnings import warn | |
| from .notebook import trange as _tnrange | |
| warn("Please use `tqdm.notebook.trange` instead of `tqdm.tnrange`", | |
| TqdmDeprecationWarning, stacklevel=2) | |
| return _tnrange(*args, **kwargs) | |