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popV
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tabula_muris_Liver_Smart-seq2
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popV
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Joblib
popV
biology
genomics
single-cell
anndata_version:0.11.3
python_version:3.11.12
tissue: liver
License:
cc-by-4.0
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tabula_muris_Liver_Smart-seq2
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celltypist.pkl
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"numpy.ndarray"
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"numpy._core.multiarray.scalar"
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"sklearn.preprocessing._data.StandardScaler"
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"sklearn.linear_model._logistic.LogisticRegression"
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harmony_knn_classifier.joblib
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"pynndescent.pynndescent_.NNDescent"
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"numpy.ndarray"
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"joblib.numpy_pickle.NumpyArrayWrapper"
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"numpy.float32"
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"sklearn.pipeline.Pipeline"
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"pynndescent.pynndescent_.PyNNDescentTransformer"
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obo_dag.joblib
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pynndescent_index.joblib
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"pynndescent.pynndescent_.NNDescent"
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"numpy.ndarray"
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"joblib.numpy_pickle.NumpyArrayWrapper"
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"numpy.float32"
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scvi_knn_classifier.joblib
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"pynndescent.pynndescent_.NNDescent"
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"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.float32"
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"sklearn.pipeline.Pipeline"
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"pynndescent.pynndescent_.PyNNDescentTransformer"
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svm_classifier.joblib
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"sklearn.calibration._CalibratedClassifier"
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"numpy.ndarray"
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"joblib.numpy_pickle.NumpyArrayWrapper"
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"sklearn.calibration.CalibratedClassifierCV"
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"numpy.dtype"
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svm_classifier_cuml.joblib
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"numpy.ndarray"
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"joblib.numpy_pickle.NumpyArrayWrapper"
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"sklearn.preprocessing._label.LabelBinarizer"
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"sklearn.multiclass.OneVsRestClassifier"
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"cuml.common.array_descriptor.CumlArrayDescriptorMeta"
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"numpy.dtype"
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"cuml.svm.linear_svc.LinearSVC"
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