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MNT make sure references is discoverd last for bibtex generation
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doc/bibtex/refs.bib

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@inproceedings{mani2003knn,
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title={kNN approach to unbalanced data distributions: a case study involving information extraction},
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author={Mani, Inderjeet and Zhang, I},
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booktitle={Proceedings of workshop on learning from imbalanced datasets},
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volume={126},
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year={2003}
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}
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@article{batista2004study,
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title={A study of the behavior of several methods for balancing machine learning training data},
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author={Batista, Gustavo EAPA and Prati, Ronaldo C and Monard, Maria Carolina},
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year={2017}
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}
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@inproceedings{mani2003knn,
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title={kNN approach to unbalanced data distributions: a case study involving information extraction},
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author={Mani, Inderjeet and Zhang, I},
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booktitle={Proceedings of workshop on learning from imbalanced datasets},
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volume={126},
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year={2003}
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}
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@article{tomek1976two,
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title={Two modifications of CNN},
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author={Tomek, Ivan},

doc/conf.py

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# General information about the project.
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project = 'imbalanced-learn'
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copyright = '2016 - 2017, G. Lemaitre, F. Nogueira, D. Oliveira, C. Aridas'
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copyright = '2014-2020, The imbalanced-learn developers'
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# The version info for the project you're documenting, acts as replacement for
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# |version| and |release|, also used in various other places throughout the

doc/introduction.rst

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* ``data_resampled``: array-like (2-D list, pandas.Dataframe, numpy.array) or
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sparse matrices;
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* ``targets_resampled``: 1-D numpy.array or pd.Series.
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* ``targets_resampled``: 1-D numpy.array or pd.Series.
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.. topic:: Sparse input
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doc/user_guide.rst

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User Guide
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==========
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.. Ensure that the references will be alphabetically collected last
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.. Check https://github.com/mcmtroffaes/sphinxcontrib-bibtex/issues/113
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.. toctree::
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:numbered:
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metrics.rst
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Dataset loading utilities <datasets/index.rst>
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developers_utils.rst
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references.rst
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zzz_references.rst
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