785 lines
35 KiB
Python
785 lines
35 KiB
Python
# This file is auto-generated. Do not edit manually.
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from typing import Dict, Type, TypeVar
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from .modules.cda.cda_float_create import CDAFloatCreate
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from .modules.cda.cda_int_create import CDAIntCreate
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from .modules.cda.cda_json_create import CDAJSONCreate
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from .modules.cda.cda_show_float import CDAShowFloat
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from .modules.cda.cda_show_int import CDAShowInt
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from .modules.cda.cda_string_create import CDAStringCreate
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from .modules.cda.cda_text_create import CDATextCreate
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from .modules.cda.py_datetime_to_string import PyDatetimeToString
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from .modules.cda.py_float_to_string import PyFloatToString
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from .modules.cda.py_int_to_string import PyIntToString
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from .modules.cda.py_kv_float_create import PyKvFloatCreate
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from .modules.cda.py_kv_int_create import PyKvIntCreate
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from .modules.cda.py_kv_string_create import PyKvStringCreate
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from .modules.cda.py_string_to_datetime import PyStringToDatetime
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from .modules.cda.py_string_to_float import PyStringToFloat
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from .modules.cda.py_string_to_int import PyStringToInt
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from .modules.matplotlib.mpl_bar import MPLBar
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from .modules.matplotlib.mpl_line import MPLLine
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from .modules.matplotlib.mpl_pie_chart import MPLPieChart
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from .modules.matplotlib.mpl_scatter import MPLScatter
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from .modules.numpy_wrapper.numpy_float_create import NumpyFloatCreate
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from .modules.numpy_wrapper.numpy_int_create import NumpyIntCreate
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from .modules.numpy_wrapper.numpy_show import NumpyShow
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from .modules.numpy_wrapper.numpy_squeeze import NumpySqueeze
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from .modules.pandas_wrapper.pandas_add import PandasAdd
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from .modules.pandas_wrapper.pandas_add_scalar_float import PandasAddScalarFloat
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from .modules.pandas_wrapper.pandas_add_scalar_int import PandasAddScalarInt
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from .modules.pandas_wrapper.pandas_add_series import PandasAddSeries
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from .modules.pandas_wrapper.pandas_as_float import PandasAsFloat
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from .modules.pandas_wrapper.pandas_as_int import PandasAsInt
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from .modules.pandas_wrapper.pandas_as_string import PandasAsString
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from .modules.pandas_wrapper.pandas_at_datetime import PandasAtDatetime
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from .modules.pandas_wrapper.pandas_at_float import PandasAtFloat
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from .modules.pandas_wrapper.pandas_at_int import PandasAtInt
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from .modules.pandas_wrapper.pandas_at_set_datetime import PandasAtSetDatetime
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from .modules.pandas_wrapper.pandas_at_set_float import PandasAtSetFloat
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from .modules.pandas_wrapper.pandas_at_set_int import PandasAtSetInt
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from .modules.pandas_wrapper.pandas_at_set_string import PandasAtSetString
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from .modules.pandas_wrapper.pandas_at_string import PandasAtString
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from .modules.pandas_wrapper.pandas_columns import PandasColumns
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from .modules.pandas_wrapper.pandas_corr import PandasCorr
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from .modules.pandas_wrapper.pandas_cos import PandasCos
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from .modules.pandas_wrapper.pandas_count import PandasCount
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from .modules.pandas_wrapper.pandas_cov import PandasCov
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from .modules.pandas_wrapper.pandas_create import PandasCreate
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from .modules.pandas_wrapper.pandas_create_from_dict import PandasCreateFromDict
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from .modules.pandas_wrapper.pandas_create_from_multiple_dict import PandasCreateFromMultipleDict
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from .modules.pandas_wrapper.pandas_create_from_numpy import PandasCreateFromNumpy
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from .modules.pandas_wrapper.pandas_create_from_tensor import PandasCreateFromTensor
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from .modules.pandas_wrapper.pandas_create_series_from_dict import PandasCreateSeriesFromDict
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from .modules.pandas_wrapper.pandas_create_with_index import PandasCreateWithIndex
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from .modules.pandas_wrapper.pandas_crosstab import PandasCrosstab
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from .modules.pandas_wrapper.pandas_cummax import PandasCummax
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from .modules.pandas_wrapper.pandas_cummin import PandasCummin
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from .modules.pandas_wrapper.pandas_cumprod import PandasCumprod
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from .modules.pandas_wrapper.pandas_cumsum import PandasCumsum
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from .modules.pandas_wrapper.pandas_div import PandasDiv
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from .modules.pandas_wrapper.pandas_div_scalar_float import PandasDivScalarFloat
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from .modules.pandas_wrapper.pandas_div_scalar_int import PandasDivScalarInt
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from .modules.pandas_wrapper.pandas_div_series import PandasDivSeries
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from .modules.pandas_wrapper.pandas_drop_duplicates import PandasDropDuplicates
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from .modules.pandas_wrapper.pandas_dropna import PandasDropNA
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from .modules.pandas_wrapper.pandas_exp import PandasExp
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from .modules.pandas_wrapper.pandas_feature_split_to_numpy import PandasFeatureSplitToNumpy
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from .modules.pandas_wrapper.pandas_fillna_scalar_float import PandasFillNAScalarFloat
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from .modules.pandas_wrapper.pandas_fillna_scalar_int import PandasFillNAScalarInt
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from .modules.pandas_wrapper.pandas_group_by import PandasGroupBy
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from .modules.pandas_wrapper.pandas_head import PandasHead
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from .modules.pandas_wrapper.pandas_horizontal_concat import PandasHorizontalConcat
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from .modules.pandas_wrapper.pandas_horizontal_split import PandasHorizontalSplit
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from .modules.pandas_wrapper.pandas_iat_datetime import PandasIatDatetime
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from .modules.pandas_wrapper.pandas_iat_float import PandasIatFloat
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from .modules.pandas_wrapper.pandas_iat_int import PandasIatInt
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from .modules.pandas_wrapper.pandas_iat_set_datetime import PandasIatSetDatetime
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from .modules.pandas_wrapper.pandas_iat_set_float import PandasIatSetFloat
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from .modules.pandas_wrapper.pandas_iat_set_int import PandasIatSetInt
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from .modules.pandas_wrapper.pandas_iat_set_string import PandasIatSetString
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from .modules.pandas_wrapper.pandas_iat_string import PandasIatString
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from .modules.pandas_wrapper.pandas_iloc_row_series import PandasIlocRowSeries
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from .modules.pandas_wrapper.pandas_iloc_rows_dataframe import PandasIlocRowsDataFrame
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from .modules.pandas_wrapper.pandas_iloc_rows_slice_dataframe import PandasIlocRowsSliceDataFrame
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from .modules.pandas_wrapper.pandas_index import PandasIndex
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from .modules.pandas_wrapper.pandas_index_to_string import PandasIndexToString
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from .modules.pandas_wrapper.pandas_isna import PandasIsNA
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from .modules.pandas_wrapper.pandas_join import PandasJoin
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from .modules.pandas_wrapper.pandas_kurtosis import PandasKurtosis
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from .modules.pandas_wrapper.pandas_load_csv import PandasLoadCSV
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from .modules.pandas_wrapper.pandas_load_csv_with_encoding import PandasLoadCSVWithEncoding
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from .modules.pandas_wrapper.pandas_load_csv_with_index import PandasLoadCSVWithIndex
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from .modules.pandas_wrapper.pandas_load_excel import PandasLoadExcel
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from .modules.pandas_wrapper.pandas_load_html import PandasLoadHTML
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from .modules.pandas_wrapper.pandas_load_json import PandasLoadJSON
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from .modules.pandas_wrapper.pandas_loc_cell_string import PandasLocCellString
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from .modules.pandas_wrapper.pandas_loc_row_multiindex_dataframe import PandasLocRowMultiIndexDataFrame
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from .modules.pandas_wrapper.pandas_loc_row_series import PandasLocRowSeries
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from .modules.pandas_wrapper.pandas_log import PandasLog
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from .modules.pandas_wrapper.pandas_max import PandasMax
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from .modules.pandas_wrapper.pandas_mean import PandasMean
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from .modules.pandas_wrapper.pandas_median import PandasMedian
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from .modules.pandas_wrapper.pandas_melt import PandasMelt
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from .modules.pandas_wrapper.pandas_min import PandasMin
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from .modules.pandas_wrapper.pandas_mode import PandasMode
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from .modules.pandas_wrapper.pandas_mul import PandasMul
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from .modules.pandas_wrapper.pandas_mul_scalar_float import PandasMulScalarFloat
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from .modules.pandas_wrapper.pandas_mul_scalar_int import PandasMulScalarInt
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from .modules.pandas_wrapper.pandas_mul_series import PandasMulSeries
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from .modules.pandas_wrapper.pandas_pivot import PandasPivot
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from .modules.pandas_wrapper.pandas_pow import PandasPow
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from .modules.pandas_wrapper.pandas_pow_scalar_float import PandasPowScalarFloat
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from .modules.pandas_wrapper.pandas_pow_scalar_int import PandasPowScalarInt
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from .modules.pandas_wrapper.pandas_pow_series import PandasPowSeries
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from .modules.pandas_wrapper.pandas_rename import PandasRename
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from .modules.pandas_wrapper.pandas_rename_advanced import PandasRenameAdvanced
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from .modules.pandas_wrapper.pandas_replace import PandasReplace
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from .modules.pandas_wrapper.pandas_save_csv import PandasSaveCSV
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from .modules.pandas_wrapper.pandas_save_json import PandasSaveJSON
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from .modules.pandas_wrapper.pandas_select_columns import PandasSelectColumns
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from .modules.pandas_wrapper.pandas_select_rows import PandasSelectRows
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from .modules.pandas_wrapper.pandas_series_to_dataframe import PandasSeriesToDataFrame
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from .modules.pandas_wrapper.pandas_series_to_string import PandasSeriesToString
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from .modules.pandas_wrapper.pandas_set_index import PandasSetIndex
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from .modules.pandas_wrapper.pandas_show_dataframe import PandasShowDataFrame
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from .modules.pandas_wrapper.pandas_show_index import PandasShowIndex
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from .modules.pandas_wrapper.pandas_show_series import PandasShowSeries
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from .modules.pandas_wrapper.pandas_show_text import PandasShowText
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from .modules.pandas_wrapper.pandas_sin import PandasSin
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from .modules.pandas_wrapper.pandas_skew import PandasSkew
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from .modules.pandas_wrapper.pandas_sort import PandasSort
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from .modules.pandas_wrapper.pandas_std import PandasStd
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from .modules.pandas_wrapper.pandas_strftime import PandasStrftime
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from .modules.pandas_wrapper.pandas_sub import PandasSub
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from .modules.pandas_wrapper.pandas_sub_scalar_float import PandasSubScalarFloat
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from .modules.pandas_wrapper.pandas_sub_scalar_int import PandasSubScalarInt
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from .modules.pandas_wrapper.pandas_sub_series import PandasSubSeries
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from .modules.pandas_wrapper.pandas_sum import PandasSum
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from .modules.pandas_wrapper.pandas_summary import PandasSummary
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from .modules.pandas_wrapper.pandas_tan import PandasTan
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from .modules.pandas_wrapper.pandas_to_datetime import PandasToDatetime
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from .modules.pandas_wrapper.pandas_to_numpy import PandasToNumpy
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from .modules.pandas_wrapper.pandas_to_string import PandasToString
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from .modules.pandas_wrapper.pandas_transpose import PandasTranspose
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from .modules.pandas_wrapper.pandas_value_counts import PandasValueCounts
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from .modules.pandas_wrapper.pandas_var import PandasVar
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from .modules.pandas_wrapper.pandas_vertical_concat import PandasVerticalConcat
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from .modules.pandas_wrapper.pandas_vertical_split import PandasVerticalSplit
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from .modules.pandas_wrapper.pandas_xs import PandasXs
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from .modules.pytorch_wrapper.pt_abs import PtAbs
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from .modules.pytorch_wrapper.pt_acos import PtAcos
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from .modules.pytorch_wrapper.pt_add import PtAdd
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from .modules.pytorch_wrapper.pt_arange import PtArange
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from .modules.pytorch_wrapper.pt_argmax import PtArgmax
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from .modules.pytorch_wrapper.pt_argmin import PtArgmin
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from .modules.pytorch_wrapper.pt_asin import PtAsin
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from .modules.pytorch_wrapper.pt_atan import PtAtan
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from .modules.pytorch_wrapper.pt_bitwise_and import PtBitwiseAnd
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from .modules.pytorch_wrapper.pt_bitwise_left_shift import PtBitwiseLeftShift
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from .modules.pytorch_wrapper.pt_bitwise_not import PtBitwiseNot
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from .modules.pytorch_wrapper.pt_bitwise_or import PtBitwiseOr
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from .modules.pytorch_wrapper.pt_bitwise_right_shift import PtBitwiseRightShift
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from .modules.pytorch_wrapper.pt_bitwise_xor import PtBitwiseXor
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from .modules.pytorch_wrapper.pt_bmm import PtBmm
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from .modules.pytorch_wrapper.pt_bool_create import PtBoolCreate
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from .modules.pytorch_wrapper.pt_cos import PtCos
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from .modules.pytorch_wrapper.pt_cosh import PtCosh
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from .modules.pytorch_wrapper.pt_data_loader import PtDataLoader
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from .modules.pytorch_wrapper.pt_div import PtDiv
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from .modules.pytorch_wrapper.pt_einsum import PtEinsum
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from .modules.pytorch_wrapper.pt_eq import PtEq
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from .modules.pytorch_wrapper.pt_evaluate_classification_model import PtEvaluateClassificationModel
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from .modules.pytorch_wrapper.pt_exp import PtExp
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from .modules.pytorch_wrapper.pt_flatten import PtFlatten
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from .modules.pytorch_wrapper.pt_float_create import PtFloatCreate
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from .modules.pytorch_wrapper.pt_floor_divide import PtFloorDiv
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from .modules.pytorch_wrapper.pt_from_image import PtFromImage
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from .modules.pytorch_wrapper.pt_from_latent import PtFromLatent
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from .modules.pytorch_wrapper.pt_from_numpy import PtFromNumpy
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from .modules.pytorch_wrapper.pt_full import PtFull
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from .modules.pytorch_wrapper.pt_gather import PtGather
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from .modules.pytorch_wrapper.pt_ge import PtGe
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from .modules.pytorch_wrapper.pt_gt import PtGt
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from .modules.pytorch_wrapper.pt_index_select import PtIndexSelect
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from .modules.pytorch_wrapper.pt_int_create import PtIntCreate
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from .modules.pytorch_wrapper.pt_le import PtLe
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from .modules.pytorch_wrapper.pt_linspace import PtLinspace
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from .modules.pytorch_wrapper.pt_load_model import PtLoadModel
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from .modules.pytorch_wrapper.pt_log import PtLog
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from .modules.pytorch_wrapper.pt_logical_and import PtLogicalAnd
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from .modules.pytorch_wrapper.pt_logical_not import PtLogicalNot
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from .modules.pytorch_wrapper.pt_logical_or import PtLogicalOr
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from .modules.pytorch_wrapper.pt_logical_xor import PtLogicalXor
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from .modules.pytorch_wrapper.pt_lt import PtLt
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from .modules.pytorch_wrapper.pt_masked_select import PtMaskedSelect
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from .modules.pytorch_wrapper.pt_matmul import PtMatMul
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from .modules.pytorch_wrapper.pt_max import PtMax
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from .modules.pytorch_wrapper.pt_mean import PtMean
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from .modules.pytorch_wrapper.pt_median import PtMedian
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from .modules.pytorch_wrapper.pt_min import PtMin
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from .modules.pytorch_wrapper.pt_mm import PtMm
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from .modules.pytorch_wrapper.pt_mul import PtMul
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from .modules.pytorch_wrapper.pt_ne import PtNe
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from .modules.pytorch_wrapper.pt_neg import PtNeg
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from .modules.pytorch_wrapper.pt_ones import PtOnes
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from .modules.pytorch_wrapper.pt_permute import PtPermute
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from .modules.pytorch_wrapper.pt_pow import PtPow
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from .modules.pytorch_wrapper.pt_prod import PtProd
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from .modules.pytorch_wrapper.pt_rand import PtRand
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from .modules.pytorch_wrapper.pt_rand_int import PtRandInt
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from .modules.pytorch_wrapper.pt_randn import PtRandn
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from .modules.pytorch_wrapper.pt_remainder import PtRemainder
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from .modules.pytorch_wrapper.pt_reshape import PtReshape
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from .modules.pytorch_wrapper.pt_save_model import PtSaveModel
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from .modules.pytorch_wrapper.pt_scatter import PtScatter
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from .modules.pytorch_wrapper.pt_show_size import PtShowSize
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from .modules.pytorch_wrapper.pt_show_text import PtShowText
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from .modules.pytorch_wrapper.pt_sin import PtSin
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from .modules.pytorch_wrapper.pt_sinh import PtSinh
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from .modules.pytorch_wrapper.pt_size import PtSize
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from .modules.pytorch_wrapper.pt_size_create import PtSizeCreate
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from .modules.pytorch_wrapper.pt_size_to_numpy import PtSizeToNumpy
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from .modules.pytorch_wrapper.pt_size_to_string import PtSizeToString
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from .modules.pytorch_wrapper.pt_sqrt import PtSqrt
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from .modules.pytorch_wrapper.pt_squeeze import PtSqueeze
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from .modules.pytorch_wrapper.pt_std import PtStd
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from .modules.pytorch_wrapper.pt_sub import PtSub
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from .modules.pytorch_wrapper.pt_sum import PtSum
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from .modules.pytorch_wrapper.pt_tan import PtTan
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from .modules.pytorch_wrapper.pt_tanh import PtTanh
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from .modules.pytorch_wrapper.pt_to_image import PtToImage
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from .modules.pytorch_wrapper.pt_to_latent import PtToLatent
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from .modules.pytorch_wrapper.pt_to_numpy import PtToNumpy
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from .modules.pytorch_wrapper.pt_to_rgb_tensors import PtToRgbTensors
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from .modules.pytorch_wrapper.pt_train_classification_model import PtTrainClassificationModel
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from .modules.pytorch_wrapper.pt_unsqueeze import PtUnsqueeze
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from .modules.pytorch_wrapper.pt_var import PtVar
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from .modules.pytorch_wrapper.pt_view import PtView
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from .modules.pytorch_wrapper.pt_where import PtWhere
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from .modules.pytorch_wrapper.pt_zeros import PtZeros
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from .modules.pytorch_wrapper.ptn_conv_model import PtnConvModel
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from .modules.pytorch_wrapper.ptn_linear_model import PtnLinearModel
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from .modules.pytorch_wrapper.pto_adam import PtoAdam
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from .modules.pytorch_wrapper.ptv_dataset import PtvDataset
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from .modules.pytorch_wrapper.ptv_dataset_loader import PtvDatasetLoader
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from .modules.pytorch_wrapper.ptv_image_folder_dataset import PtvImageFolderDataset
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from .modules.pytorch_wrapper.ptv_transforms_to_tensor import PtvTransformsToTensor
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from .modules.seaborn_wrapper.sns_bar import SNSBar
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from .modules.seaborn_wrapper.sns_boxplot import SNSBoxplot
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from .modules.seaborn_wrapper.sns_heatmap import SNSHeatmap
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from .modules.seaborn_wrapper.sns_histogram import SNSHistogram
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from .modules.seaborn_wrapper.sns_line import SNSLine
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from .modules.seaborn_wrapper.sns_pairplot import SNSPairplot
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from .modules.seaborn_wrapper.sns_scatter import SNSScatter
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T = TypeVar("T")
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"""
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NODE_CLASS_MAPPINGS (Dict[str, Type[T]]):
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A dictionary mapping node names to their corresponding class implementations.
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"""
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NODE_CLASS_MAPPINGS: Dict[str, Type[T]] = {
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"CDAFloatCreate": CDAFloatCreate,
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"CDAIntCreate": CDAIntCreate,
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"CDAJSONCreate": CDAJSONCreate,
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"CDAShowFloat": CDAShowFloat,
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"CDAShowInt": CDAShowInt,
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"CDAStringCreate": CDAStringCreate,
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"CDATextCreate": CDATextCreate,
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"MPLBar": MPLBar,
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"MPLLine": MPLLine,
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"MPLPieChart": MPLPieChart,
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"MPLScatter": MPLScatter,
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"NumpyFloatCreate": NumpyFloatCreate,
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"NumpyIntCreate": NumpyIntCreate,
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"NumpyShow": NumpyShow,
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"NumpySqueeze": NumpySqueeze,
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"PandasAdd": PandasAdd,
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"PandasAddScalarFloat": PandasAddScalarFloat,
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"PandasAddScalarInt": PandasAddScalarInt,
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"PandasAddSeries": PandasAddSeries,
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"PandasAsFloat": PandasAsFloat,
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"PandasAsInt": PandasAsInt,
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"PandasAsString": PandasAsString,
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"PandasAtDatetime": PandasAtDatetime,
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"PandasAtFloat": PandasAtFloat,
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"PandasAtInt": PandasAtInt,
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"PandasAtSetDatetime": PandasAtSetDatetime,
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"PandasAtSetFloat": PandasAtSetFloat,
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"PandasAtSetInt": PandasAtSetInt,
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"PandasAtSetString": PandasAtSetString,
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"PandasAtString": PandasAtString,
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"PandasColumns": PandasColumns,
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"PandasCorr": PandasCorr,
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"PandasCos": PandasCos,
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"PandasCount": PandasCount,
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"PandasCov": PandasCov,
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"PandasCreate": PandasCreate,
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|
"PandasCreateFromDict": PandasCreateFromDict,
|
|
"PandasCreateFromMultipleDict": PandasCreateFromMultipleDict,
|
|
"PandasCreateFromNumpy": PandasCreateFromNumpy,
|
|
"PandasCreateFromTensor": PandasCreateFromTensor,
|
|
"PandasCreateSeriesFromDict": PandasCreateSeriesFromDict,
|
|
"PandasCreateWithIndex": PandasCreateWithIndex,
|
|
"PandasCrosstab": PandasCrosstab,
|
|
"PandasCummax": PandasCummax,
|
|
"PandasCummin": PandasCummin,
|
|
"PandasCumprod": PandasCumprod,
|
|
"PandasCumsum": PandasCumsum,
|
|
"PandasDiv": PandasDiv,
|
|
"PandasDivScalarFloat": PandasDivScalarFloat,
|
|
"PandasDivScalarInt": PandasDivScalarInt,
|
|
"PandasDivSeries": PandasDivSeries,
|
|
"PandasDropDuplicates": PandasDropDuplicates,
|
|
"PandasDropNA": PandasDropNA,
|
|
"PandasExp": PandasExp,
|
|
"PandasFeatureSplitToNumpy": PandasFeatureSplitToNumpy,
|
|
"PandasFillNAScalarFloat": PandasFillNAScalarFloat,
|
|
"PandasFillNAScalarInt": PandasFillNAScalarInt,
|
|
"PandasGroupBy": PandasGroupBy,
|
|
"PandasHead": PandasHead,
|
|
"PandasHorizontalConcat": PandasHorizontalConcat,
|
|
"PandasHorizontalSplit": PandasHorizontalSplit,
|
|
"PandasIatDatetime": PandasIatDatetime,
|
|
"PandasIatFloat": PandasIatFloat,
|
|
"PandasIatInt": PandasIatInt,
|
|
"PandasIatSetDatetime": PandasIatSetDatetime,
|
|
"PandasIatSetFloat": PandasIatSetFloat,
|
|
"PandasIatSetInt": PandasIatSetInt,
|
|
"PandasIatSetString": PandasIatSetString,
|
|
"PandasIatString": PandasIatString,
|
|
"PandasIlocRowSeries": PandasIlocRowSeries,
|
|
"PandasIlocRowsDataFrame": PandasIlocRowsDataFrame,
|
|
"PandasIlocRowsSliceDataFrame": PandasIlocRowsSliceDataFrame,
|
|
"PandasIndex": PandasIndex,
|
|
"PandasIndexToString": PandasIndexToString,
|
|
"PandasIsNA": PandasIsNA,
|
|
"PandasJoin": PandasJoin,
|
|
"PandasKurtosis": PandasKurtosis,
|
|
"PandasLoadCSV": PandasLoadCSV,
|
|
"PandasLoadCSVWithEncoding": PandasLoadCSVWithEncoding,
|
|
"PandasLoadCSVWithIndex": PandasLoadCSVWithIndex,
|
|
"PandasLoadExcel": PandasLoadExcel,
|
|
"PandasLoadHTML": PandasLoadHTML,
|
|
"PandasLoadJSON": PandasLoadJSON,
|
|
"PandasLocCellString": PandasLocCellString,
|
|
"PandasLocRowMultiIndexDataFrame": PandasLocRowMultiIndexDataFrame,
|
|
"PandasLocRowSeries": PandasLocRowSeries,
|
|
"PandasLog": PandasLog,
|
|
"PandasMax": PandasMax,
|
|
"PandasMean": PandasMean,
|
|
"PandasMedian": PandasMedian,
|
|
"PandasMelt": PandasMelt,
|
|
"PandasMin": PandasMin,
|
|
"PandasMode": PandasMode,
|
|
"PandasMul": PandasMul,
|
|
"PandasMulScalarFloat": PandasMulScalarFloat,
|
|
"PandasMulScalarInt": PandasMulScalarInt,
|
|
"PandasMulSeries": PandasMulSeries,
|
|
"PandasPivot": PandasPivot,
|
|
"PandasPow": PandasPow,
|
|
"PandasPowScalarFloat": PandasPowScalarFloat,
|
|
"PandasPowScalarInt": PandasPowScalarInt,
|
|
"PandasPowSeries": PandasPowSeries,
|
|
"PandasRename": PandasRename,
|
|
"PandasRenameAdvanced": PandasRenameAdvanced,
|
|
"PandasReplace": PandasReplace,
|
|
"PandasSaveCSV": PandasSaveCSV,
|
|
"PandasSaveJSON": PandasSaveJSON,
|
|
"PandasSelectColumns": PandasSelectColumns,
|
|
"PandasSelectRows": PandasSelectRows,
|
|
"PandasSeriesToDataFrame": PandasSeriesToDataFrame,
|
|
"PandasSeriesToString": PandasSeriesToString,
|
|
"PandasSetIndex": PandasSetIndex,
|
|
"PandasShowDataFrame": PandasShowDataFrame,
|
|
"PandasShowIndex": PandasShowIndex,
|
|
"PandasShowSeries": PandasShowSeries,
|
|
"PandasShowText": PandasShowText,
|
|
"PandasSin": PandasSin,
|
|
"PandasSkew": PandasSkew,
|
|
"PandasSort": PandasSort,
|
|
"PandasStd": PandasStd,
|
|
"PandasStrftime": PandasStrftime,
|
|
"PandasSub": PandasSub,
|
|
"PandasSubScalarFloat": PandasSubScalarFloat,
|
|
"PandasSubScalarInt": PandasSubScalarInt,
|
|
"PandasSubSeries": PandasSubSeries,
|
|
"PandasSum": PandasSum,
|
|
"PandasSummary": PandasSummary,
|
|
"PandasTan": PandasTan,
|
|
"PandasToDatetime": PandasToDatetime,
|
|
"PandasToNumpy": PandasToNumpy,
|
|
"PandasToString": PandasToString,
|
|
"PandasTranspose": PandasTranspose,
|
|
"PandasValueCounts": PandasValueCounts,
|
|
"PandasVar": PandasVar,
|
|
"PandasVerticalConcat": PandasVerticalConcat,
|
|
"PandasVerticalSplit": PandasVerticalSplit,
|
|
"PandasXs": PandasXs,
|
|
"PtAbs": PtAbs,
|
|
"PtAcos": PtAcos,
|
|
"PtAdd": PtAdd,
|
|
"PtArange": PtArange,
|
|
"PtArgmax": PtArgmax,
|
|
"PtArgmin": PtArgmin,
|
|
"PtAsin": PtAsin,
|
|
"PtAtan": PtAtan,
|
|
"PtBitwiseAnd": PtBitwiseAnd,
|
|
"PtBitwiseLeftShift": PtBitwiseLeftShift,
|
|
"PtBitwiseNot": PtBitwiseNot,
|
|
"PtBitwiseOr": PtBitwiseOr,
|
|
"PtBitwiseRightShift": PtBitwiseRightShift,
|
|
"PtBitwiseXor": PtBitwiseXor,
|
|
"PtBmm": PtBmm,
|
|
"PtBoolCreate": PtBoolCreate,
|
|
"PtCos": PtCos,
|
|
"PtCosh": PtCosh,
|
|
"PtDataLoader": PtDataLoader,
|
|
"PtDiv": PtDiv,
|
|
"PtEinsum": PtEinsum,
|
|
"PtEq": PtEq,
|
|
"PtEvaluateClassificationModel": PtEvaluateClassificationModel,
|
|
"PtExp": PtExp,
|
|
"PtFlatten": PtFlatten,
|
|
"PtFloatCreate": PtFloatCreate,
|
|
"PtFloorDiv": PtFloorDiv,
|
|
"PtFromImage": PtFromImage,
|
|
"PtFromLatent": PtFromLatent,
|
|
"PtFromNumpy": PtFromNumpy,
|
|
"PtFull": PtFull,
|
|
"PtGather": PtGather,
|
|
"PtGe": PtGe,
|
|
"PtGt": PtGt,
|
|
"PtIndexSelect": PtIndexSelect,
|
|
"PtIntCreate": PtIntCreate,
|
|
"PtLe": PtLe,
|
|
"PtLinspace": PtLinspace,
|
|
"PtLoadModel": PtLoadModel,
|
|
"PtLog": PtLog,
|
|
"PtLogicalAnd": PtLogicalAnd,
|
|
"PtLogicalNot": PtLogicalNot,
|
|
"PtLogicalOr": PtLogicalOr,
|
|
"PtLogicalXor": PtLogicalXor,
|
|
"PtLt": PtLt,
|
|
"PtMaskedSelect": PtMaskedSelect,
|
|
"PtMatMul": PtMatMul,
|
|
"PtMax": PtMax,
|
|
"PtMean": PtMean,
|
|
"PtMedian": PtMedian,
|
|
"PtMin": PtMin,
|
|
"PtMm": PtMm,
|
|
"PtMul": PtMul,
|
|
"PtNe": PtNe,
|
|
"PtNeg": PtNeg,
|
|
"PtOnes": PtOnes,
|
|
"PtPermute": PtPermute,
|
|
"PtPow": PtPow,
|
|
"PtProd": PtProd,
|
|
"PtRand": PtRand,
|
|
"PtRandInt": PtRandInt,
|
|
"PtRandn": PtRandn,
|
|
"PtRemainder": PtRemainder,
|
|
"PtReshape": PtReshape,
|
|
"PtSaveModel": PtSaveModel,
|
|
"PtScatter": PtScatter,
|
|
"PtShowSize": PtShowSize,
|
|
"PtShowText": PtShowText,
|
|
"PtSin": PtSin,
|
|
"PtSinh": PtSinh,
|
|
"PtSize": PtSize,
|
|
"PtSizeCreate": PtSizeCreate,
|
|
"PtSizeToNumpy": PtSizeToNumpy,
|
|
"PtSizeToString": PtSizeToString,
|
|
"PtSqrt": PtSqrt,
|
|
"PtSqueeze": PtSqueeze,
|
|
"PtStd": PtStd,
|
|
"PtSub": PtSub,
|
|
"PtSum": PtSum,
|
|
"PtTan": PtTan,
|
|
"PtTanh": PtTanh,
|
|
"PtToImage": PtToImage,
|
|
"PtToLatent": PtToLatent,
|
|
"PtToNumpy": PtToNumpy,
|
|
"PtToRgbTensors": PtToRgbTensors,
|
|
"PtTrainClassificationModel": PtTrainClassificationModel,
|
|
"PtUnsqueeze": PtUnsqueeze,
|
|
"PtVar": PtVar,
|
|
"PtView": PtView,
|
|
"PtWhere": PtWhere,
|
|
"PtZeros": PtZeros,
|
|
"PtnConvModel": PtnConvModel,
|
|
"PtnLinearModel": PtnLinearModel,
|
|
"PtoAdam": PtoAdam,
|
|
"PtvDataset": PtvDataset,
|
|
"PtvDatasetLoader": PtvDatasetLoader,
|
|
"PtvImageFolderDataset": PtvImageFolderDataset,
|
|
"PtvTransformsToTensor": PtvTransformsToTensor,
|
|
"PyDatetimeToString": PyDatetimeToString,
|
|
"PyFloatToString": PyFloatToString,
|
|
"PyIntToString": PyIntToString,
|
|
"PyKvFloatCreate": PyKvFloatCreate,
|
|
"PyKvIntCreate": PyKvIntCreate,
|
|
"PyKvStringCreate": PyKvStringCreate,
|
|
"PyStringToDatetime": PyStringToDatetime,
|
|
"PyStringToFloat": PyStringToFloat,
|
|
"PyStringToInt": PyStringToInt,
|
|
"SNSBar": SNSBar,
|
|
"SNSBoxplot": SNSBoxplot,
|
|
"SNSHeatmap": SNSHeatmap,
|
|
"SNSHistogram": SNSHistogram,
|
|
"SNSLine": SNSLine,
|
|
"SNSPairplot": SNSPairplot,
|
|
"SNSScatter": SNSScatter,
|
|
}
|
|
|
|
|
|
"""
|
|
NODE_DISPLAY_NAME_MAPPINGS (Dict[str, str]):
|
|
A dictionary mapping node names to user-friendly display names.
|
|
"""
|
|
|
|
NODE_DISPLAY_NAME_MAPPINGS: Dict[str, str] = {
|
|
"CDAFloatCreate": "CDA Float Create",
|
|
"CDAIntCreate": "CDA Int Create",
|
|
"CDAJSONCreate": "CDA JSON Create",
|
|
"CDAShowFloat": "CDA Show Float",
|
|
"CDAShowInt": "CDA Show Int",
|
|
"CDAStringCreate": "CDA String Create",
|
|
"CDATextCreate": "CDA Text Create",
|
|
"MPLBar": "MPL Bar Chart",
|
|
"MPLLine": "MPL Line Plot",
|
|
"MPLPieChart": "MPL Pie Chart",
|
|
"MPLScatter": "MPL Scatter Plot",
|
|
"NumpyFloatCreate": "Numpy Float Create",
|
|
"NumpyIntCreate": "Numpy Int Create",
|
|
"NumpyShow": "Numpy Show",
|
|
"NumpySqueeze": "Numpy Squeeze",
|
|
"PandasAdd": "Pandas Add",
|
|
"PandasAddScalarFloat": "Pandas Add Scalar Float",
|
|
"PandasAddScalarInt": "Pandas Add Scalar Int",
|
|
"PandasAddSeries": "Pandas Add Series",
|
|
"PandasAsFloat": "Pandas As Float",
|
|
"PandasAsInt": "Pandas As Int",
|
|
"PandasAsString": "Pandas As String",
|
|
"PandasAtDatetime": "Pandas At Datetime",
|
|
"PandasAtFloat": "Pandas At Float",
|
|
"PandasAtInt": "Pandas At Int",
|
|
"PandasAtSetDatetime": "Pandas At Set Datetime",
|
|
"PandasAtSetFloat": "Pandas At Set Float",
|
|
"PandasAtSetInt": "Pandas At Set Int",
|
|
"PandasAtSetString": "Pandas At Set String",
|
|
"PandasAtString": "Pandas At String",
|
|
"PandasColumns": "Pandas Columns",
|
|
"PandasCorr": "Pandas Corr",
|
|
"PandasCos": "Pandas Cos",
|
|
"PandasCount": "Pandas Count",
|
|
"PandasCov": "Pandas Cov",
|
|
"PandasCreate": "Pandas Create",
|
|
"PandasCreateFromDict": "Pandas Create From Dict",
|
|
"PandasCreateFromMultipleDict": "Pandas Create From Multiple Dict",
|
|
"PandasCreateFromNumpy": "Pandas Create From Numpy",
|
|
"PandasCreateFromTensor": "Pandas Create From Tensor",
|
|
"PandasCreateSeriesFromDict": "Pandas Create Series From Dict",
|
|
"PandasCreateWithIndex": "Pandas Create With Index",
|
|
"PandasCrosstab": "Pandas Crosstab",
|
|
"PandasCummax": "Pandas Cummax",
|
|
"PandasCummin": "Pandas Cummin",
|
|
"PandasCumprod": "Pandas Cumprod",
|
|
"PandasCumsum": "Pandas Cumsum",
|
|
"PandasDiv": "Pandas Div",
|
|
"PandasDivScalarFloat": "Pandas Div Scalar Float",
|
|
"PandasDivScalarInt": "Pandas Div Scalar Int",
|
|
"PandasDivSeries": "Pandas Div Series",
|
|
"PandasDropDuplicates": "Pandas Drop Duplicates",
|
|
"PandasDropNA": "Pandas Drop NA",
|
|
"PandasExp": "Pandas Exp",
|
|
"PandasFeatureSplitToNumpy": "Pandas Feature Split To Numpy",
|
|
"PandasFillNAScalarFloat": "Pandas Fill NA Scalar Float",
|
|
"PandasFillNAScalarInt": "Pandas Fill NA Scalar Int",
|
|
"PandasGroupBy": "Pandas Group By",
|
|
"PandasHead": "Pandas Head",
|
|
"PandasHorizontalConcat": "Pandas Horizontal Concat",
|
|
"PandasHorizontalSplit": "Pandas Horizontal Split",
|
|
"PandasIatDatetime": "Pandas Iat Datetime",
|
|
"PandasIatFloat": "Pandas Iat Float",
|
|
"PandasIatInt": "Pandas Iat Int",
|
|
"PandasIatSetDatetime": "Pandas Iat Set Datetime",
|
|
"PandasIatSetFloat": "Pandas Iat Set Float",
|
|
"PandasIatSetInt": "Pandas Iat Set Int",
|
|
"PandasIatSetString": "Pandas Iat Set String",
|
|
"PandasIatString": "Pandas Iat String",
|
|
"PandasIlocRowSeries": "Pandas Iloc Row Series",
|
|
"PandasIlocRowsDataFrame": "Pandas Iloc Rows DataFrame",
|
|
"PandasIlocRowsSliceDataFrame": "Pandas Iloc Rows Slice DataFrame",
|
|
"PandasIndex": "Pandas Index",
|
|
"PandasIndexToString": "Pandas Index To String",
|
|
"PandasIsNA": "Pandas Is NA",
|
|
"PandasJoin": "Pandas Join",
|
|
"PandasKurtosis": "Pandas Kurtosis",
|
|
"PandasLoadCSV": "Pandas Load CSV",
|
|
"PandasLoadCSVWithEncoding": "Pandas Load CSV With Encoding",
|
|
"PandasLoadCSVWithIndex": "Pandas Load CSV With Index",
|
|
"PandasLoadExcel": "Pandas Load Excel",
|
|
"PandasLoadHTML": "Pandas Load HTML",
|
|
"PandasLoadJSON": "Pandas Load JSON",
|
|
"PandasLocCellString": "Pandas Loc Cell String",
|
|
"PandasLocRowMultiIndexDataFrame": "Pandas Loc Row MultiIndex DataFrame",
|
|
"PandasLocRowSeries": "Pandas Loc Row Series",
|
|
"PandasLog": "Pandas Log",
|
|
"PandasMax": "Pandas Max",
|
|
"PandasMean": "Pandas Mean",
|
|
"PandasMedian": "Pandas Median",
|
|
"PandasMelt": "Pandas Melt",
|
|
"PandasMin": "Pandas Min",
|
|
"PandasMode": "Pandas Mode",
|
|
"PandasMul": "Pandas Mul",
|
|
"PandasMulScalarFloat": "Pandas Mul Scalar Float",
|
|
"PandasMulScalarInt": "Pandas Mul Scalar Int",
|
|
"PandasMulSeries": "Pandas Mul Series",
|
|
"PandasPivot": "Pandas Pivot",
|
|
"PandasPow": "Pandas Pow",
|
|
"PandasPowScalarFloat": "Pandas Pow Scalar Float",
|
|
"PandasPowScalarInt": "Pandas Pow Scalar Int",
|
|
"PandasPowSeries": "Pandas Pow Series",
|
|
"PandasRename": "Pandas Rename",
|
|
"PandasRenameAdvanced": "Pandas Rename Advanced",
|
|
"PandasReplace": "Pandas Replace",
|
|
"PandasSaveCSV": "Pandas Save CSV",
|
|
"PandasSaveJSON": "Pandas Save JSON",
|
|
"PandasSelectColumns": "Pandas Select Columns",
|
|
"PandasSelectRows": "Pandas Select Rows",
|
|
"PandasSeriesToDataFrame": "Pandas Series To DataFrame",
|
|
"PandasSeriesToString": "Pandas Series To String",
|
|
"PandasSetIndex": "Pandas Set Index",
|
|
"PandasShowDataFrame": "Pandas Show DataFrame",
|
|
"PandasShowIndex": "Pandas Show Index",
|
|
"PandasShowSeries": "Pandas Show Series",
|
|
"PandasShowText": "Pandas Show Text",
|
|
"PandasSin": "Pandas Sin",
|
|
"PandasSkew": "Pandas Skew",
|
|
"PandasSort": "Pandas Sort",
|
|
"PandasStd": "Pandas Std",
|
|
"PandasStrftime": "Pandas Strftime",
|
|
"PandasSub": "Pandas Sub",
|
|
"PandasSubScalarFloat": "Pandas Sub Scalar Float",
|
|
"PandasSubScalarInt": "Pandas Sub Scalar Int",
|
|
"PandasSubSeries": "Pandas Sub Series",
|
|
"PandasSum": "Pandas Sum",
|
|
"PandasSummary": "Pandas Summary",
|
|
"PandasTan": "Pandas Tan",
|
|
"PandasToDatetime": "Pandas To Datetime",
|
|
"PandasToNumpy": "Pandas To Numpy",
|
|
"PandasToString": "Pandas To String",
|
|
"PandasTranspose": "Pandas Transpose",
|
|
"PandasValueCounts": "Pandas Value Counts",
|
|
"PandasVar": "Pandas Var",
|
|
"PandasVerticalConcat": "Pandas Vertical Concat",
|
|
"PandasVerticalSplit": "Pandas Vertical Split",
|
|
"PandasXs": "Pandas Xs",
|
|
"PtAbs": "Pt Abs",
|
|
"PtAcos": "Pt Acos",
|
|
"PtAdd": "Pt Add",
|
|
"PtArange": "Pt Arange",
|
|
"PtArgmax": "Pt Argmax",
|
|
"PtArgmin": "Pt Argmin",
|
|
"PtAsin": "Pt Asin",
|
|
"PtAtan": "Pt Atan",
|
|
"PtBitwiseAnd": "Pt Bitwise And",
|
|
"PtBitwiseLeftShift": "Pt Bitwise Left Shift",
|
|
"PtBitwiseNot": "Pt Bitwise Not",
|
|
"PtBitwiseOr": "Pt Bitwise Or",
|
|
"PtBitwiseRightShift": "Pt Bitwise Right Shift",
|
|
"PtBitwiseXor": "Pt Bitwise Xor",
|
|
"PtBmm": "Pt Bmm",
|
|
"PtBoolCreate": "Pt Bool Create",
|
|
"PtCos": "Pt Cos",
|
|
"PtCosh": "Pt Cosh",
|
|
"PtDataLoader": "Pt Data Loader",
|
|
"PtDiv": "Pt Div",
|
|
"PtEinsum": "Pt Einsum",
|
|
"PtEq": "Pt Eq",
|
|
"PtEvaluateClassificationModel": "Pt Evaluate Classification Model",
|
|
"PtExp": "Pt Exp",
|
|
"PtFlatten": "Pt Flatten",
|
|
"PtFloatCreate": "Pt Float Create",
|
|
"PtFloorDiv": "Pt Floor Div",
|
|
"PtFromImage": "Pt From Image",
|
|
"PtFromLatent": "Pt From Latent",
|
|
"PtFromNumpy": "Pt From Numpy",
|
|
"PtFull": "Pt Full",
|
|
"PtGather": "Pt Gather",
|
|
"PtGe": "Pt Ge",
|
|
"PtGt": "Pt Gt",
|
|
"PtIndexSelect": "Pt Index Select",
|
|
"PtIntCreate": "Pt Int Create",
|
|
"PtLe": "Pt Le",
|
|
"PtLinspace": "Pt Linspace",
|
|
"PtLoadModel": "Pt Load Model",
|
|
"PtLog": "Pt Log",
|
|
"PtLogicalAnd": "Pt Logical And",
|
|
"PtLogicalNot": "Pt Logical Not",
|
|
"PtLogicalOr": "Pt Logical Or",
|
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"PtLogicalXor": "Pt Logical Xor",
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"PtLt": "Pt Lt",
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"PtMaskedSelect": "Pt Masked Select",
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|
"PtMatMul": "Pt Mat Mul",
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|
"PtMax": "Pt Max",
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|
"PtMean": "Pt Mean",
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|
"PtMedian": "Pt Median",
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|
"PtMin": "Pt Min",
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|
"PtMm": "Pt Mm",
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|
"PtMul": "Pt Mul",
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|
"PtNe": "Pt Ne",
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|
"PtNeg": "Pt Neg",
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|
"PtOnes": "Pt Ones",
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|
"PtPermute": "Pt Permute",
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|
"PtPow": "Pt Pow",
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|
"PtProd": "Pt Prod",
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|
"PtRand": "Pt Rand",
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|
"PtRandInt": "Pt Rand Int",
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|
"PtRandn": "Pt Randn",
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|
"PtRemainder": "Pt Remainder",
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|
"PtReshape": "Pt Reshape",
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|
"PtSaveModel": "Pt Save Model",
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|
"PtScatter": "Pt Scatter",
|
|
"PtShowSize": "Pt Show Size",
|
|
"PtShowText": "Pt Show Text",
|
|
"PtSin": "Pt Sin",
|
|
"PtSinh": "Pt Sinh",
|
|
"PtSize": "Pt Size",
|
|
"PtSizeCreate": "Pt Size Create",
|
|
"PtSizeToNumpy": "Pt Size To Numpy",
|
|
"PtSizeToString": "Pt Size To String",
|
|
"PtSqrt": "Pt Sqrt",
|
|
"PtSqueeze": "Pt Squeeze",
|
|
"PtStd": "Pt Std",
|
|
"PtSub": "Pt Sub",
|
|
"PtSum": "Pt Sum",
|
|
"PtTan": "Pt Tan",
|
|
"PtTanh": "Pt Tanh",
|
|
"PtToImage": "Pt To Image",
|
|
"PtToLatent": "Pt To Latent",
|
|
"PtToNumpy": "Pt To Numpy",
|
|
"PtToRgbTensors": "Pt To Rgb Tensors",
|
|
"PtTrainClassificationModel": "Pt Train Classification Model",
|
|
"PtUnsqueeze": "Pt Unsqueeze",
|
|
"PtVar": "Pt Var",
|
|
"PtView": "Pt View",
|
|
"PtWhere": "Pt Where",
|
|
"PtZeros": "Pt Zeros",
|
|
"PtnConvModel": "Ptn Conv Model",
|
|
"PtnLinearModel": "Ptn Linear Model",
|
|
"PtoAdam": "Pto Adam",
|
|
"PtvDataset": "Ptv Dataset",
|
|
"PtvDatasetLoader": "Ptv Dataset Loader",
|
|
"PtvImageFolderDataset": "Ptv Image Folder Dataset",
|
|
"PtvTransformsToTensor": "Ptv Transforms To Tensor",
|
|
"PyDatetimeToString": "Py Datetime To String",
|
|
"PyFloatToString": "Py Float To String",
|
|
"PyIntToString": "Py Int To String",
|
|
"PyKvFloatCreate": "Py Kv Float Create",
|
|
"PyKvIntCreate": "Py Kv Int Create",
|
|
"PyKvStringCreate": "Py Kv String Create",
|
|
"PyStringToDatetime": "Py String To Datetime",
|
|
"PyStringToFloat": "Py String To Float",
|
|
"PyStringToInt": "Py String To Int",
|
|
"SNSBar": "SNS Bar Chart",
|
|
"SNSBoxplot": "SNS Boxplot",
|
|
"SNSHeatmap": "SNS Heatmap",
|
|
"SNSHistogram": "SNS Histogram",
|
|
"SNSLine": "SNS Line Plot",
|
|
"SNSPairplot": "SNS Pairplot",
|
|
"SNSScatter": "SNS Scatter Plot",
|
|
}
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|
|
|
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|
"""
|
|
Below two lines were taken from:
|
|
https://github.com/pythongosssss/ComfyUI-Custom-Scripts/blob/main/__init__.py
|
|
See credit/credit.md for the full license.
|
|
"""
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|
|
|
WEB_DIRECTORY = "./web"
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|
__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]
|