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Installation
Quick Start
User Guide
API
Release Notes
GitHub
Section Navigation
API Modules
Price Index
hpipy.price_index.RepeatTransactionIndex
hpipy.price_index.RepeatTransactionIndex.__init__
hpipy.price_index.RepeatTransactionIndex.coef_to_index
hpipy.price_index.RepeatTransactionIndex.create_index
hpipy.price_index.RepeatTransactionIndex.create_series
hpipy.price_index.RepeatTransactionIndex.from_model
hpipy.price_index.RepeatTransactionIndex.get_data
hpipy.price_index.RepeatTransactionIndex.get_model
hpipy.price_index.RepeatTransactionIndex.smooth_index
hpipy.price_index.RepeatTransactionIndex.smooth_series
hpipy.price_index.RepeatTransactionIndex.data
hpipy.price_index.RepeatTransactionIndex.model
hpipy.price_index.RepeatTransactionIndex.name
hpipy.price_index.RepeatTransactionIndex.periods
hpipy.price_index.RepeatTransactionIndex.value
hpipy.price_index.RepeatTransactionIndex.index
hpipy.price_index.RepeatTransactionIndex.imputed
hpipy.price_index.RepeatTransactionIndex.smooth
hpipy.price_index.RepeatTransactionIndex.accuracy
hpipy.price_index.RepeatTransactionIndex.accuracy_smooth
hpipy.price_index.RepeatTransactionIndex.volatility
hpipy.price_index.RepeatTransactionIndex.volatility_smooth
hpipy.price_index.RepeatTransactionIndex.revision
hpipy.price_index.RepeatTransactionIndex.revision_smooth
hpipy.price_index.HedonicIndex
hpipy.price_index.HedonicIndex.__init__
hpipy.price_index.HedonicIndex.coef_to_index
hpipy.price_index.HedonicIndex.create_index
hpipy.price_index.HedonicIndex.create_series
hpipy.price_index.HedonicIndex.from_model
hpipy.price_index.HedonicIndex.get_data
hpipy.price_index.HedonicIndex.get_model
hpipy.price_index.HedonicIndex.smooth_index
hpipy.price_index.HedonicIndex.smooth_series
hpipy.price_index.HedonicIndex.data
hpipy.price_index.HedonicIndex.model
hpipy.price_index.HedonicIndex.name
hpipy.price_index.HedonicIndex.periods
hpipy.price_index.HedonicIndex.value
hpipy.price_index.HedonicIndex.index
hpipy.price_index.HedonicIndex.imputed
hpipy.price_index.HedonicIndex.smooth
hpipy.price_index.HedonicIndex.accuracy
hpipy.price_index.HedonicIndex.accuracy_smooth
hpipy.price_index.HedonicIndex.volatility
hpipy.price_index.HedonicIndex.volatility_smooth
hpipy.price_index.HedonicIndex.revision
hpipy.price_index.HedonicIndex.revision_smooth
hpipy.extensions.RandomForestIndex
hpipy.extensions.RandomForestIndex.__init__
hpipy.extensions.RandomForestIndex.coef_to_index
hpipy.extensions.RandomForestIndex.create_index
hpipy.extensions.RandomForestIndex.create_series
hpipy.extensions.RandomForestIndex.from_model
hpipy.extensions.RandomForestIndex.get_data
hpipy.extensions.RandomForestIndex.get_model
hpipy.extensions.RandomForestIndex.smooth_index
hpipy.extensions.RandomForestIndex.smooth_series
hpipy.extensions.RandomForestIndex.data
hpipy.extensions.RandomForestIndex.model
hpipy.extensions.RandomForestIndex.name
hpipy.extensions.RandomForestIndex.periods
hpipy.extensions.RandomForestIndex.value
hpipy.extensions.RandomForestIndex.index
hpipy.extensions.RandomForestIndex.imputed
hpipy.extensions.RandomForestIndex.smooth
hpipy.extensions.RandomForestIndex.accuracy
hpipy.extensions.RandomForestIndex.accuracy_smooth
hpipy.extensions.RandomForestIndex.volatility
hpipy.extensions.RandomForestIndex.volatility_smooth
hpipy.extensions.RandomForestIndex.revision
hpipy.extensions.RandomForestIndex.revision_smooth
hpipy.extensions.NeuralNetworkIndex
hpipy.extensions.NeuralNetworkIndex.__init__
hpipy.extensions.NeuralNetworkIndex.coef_to_index
hpipy.extensions.NeuralNetworkIndex.create_index
hpipy.extensions.NeuralNetworkIndex.create_series
hpipy.extensions.NeuralNetworkIndex.from_model
hpipy.extensions.NeuralNetworkIndex.get_data
hpipy.extensions.NeuralNetworkIndex.get_model
hpipy.extensions.NeuralNetworkIndex.smooth_index
hpipy.extensions.NeuralNetworkIndex.smooth_series
hpipy.extensions.NeuralNetworkIndex.data
hpipy.extensions.NeuralNetworkIndex.model
hpipy.extensions.NeuralNetworkIndex.name
hpipy.extensions.NeuralNetworkIndex.periods
hpipy.extensions.NeuralNetworkIndex.value
hpipy.extensions.NeuralNetworkIndex.index
hpipy.extensions.NeuralNetworkIndex.imputed
hpipy.extensions.NeuralNetworkIndex.smooth
hpipy.extensions.NeuralNetworkIndex.accuracy
hpipy.extensions.NeuralNetworkIndex.accuracy_smooth
hpipy.extensions.NeuralNetworkIndex.volatility
hpipy.extensions.NeuralNetworkIndex.volatility_smooth
hpipy.extensions.NeuralNetworkIndex.revision
hpipy.extensions.NeuralNetworkIndex.revision_smooth
Price Model
hpipy.price_model.RepeatTransactionModel
hpipy.price_model.RepeatTransactionModel.__init__
hpipy.price_model.RepeatTransactionModel.create_time_matrix
hpipy.price_model.RepeatTransactionModel.fit
hpipy.price_model.RepeatTransactionModel.coefficients
hpipy.price_model.RepeatTransactionModel.model_obj
hpipy.price_model.RepeatTransactionModel.periods
hpipy.price_model.RepeatTransactionModel.base_price
hpipy.price_model.RepeatTransactionModel.params
hpipy.price_model.HedonicModel
hpipy.price_model.HedonicModel.__init__
hpipy.price_model.HedonicModel.fit
hpipy.price_model.HedonicModel.coefficients
hpipy.price_model.HedonicModel.model_obj
hpipy.price_model.HedonicModel.periods
hpipy.price_model.HedonicModel.base_price
hpipy.price_model.HedonicModel.params
hpipy.extensions.RandomForestModel
hpipy.extensions.RandomForestModel.__init__
hpipy.extensions.RandomForestModel.fit
hpipy.extensions.RandomForestModel.coefficients
hpipy.extensions.RandomForestModel.model_obj
hpipy.extensions.RandomForestModel.periods
hpipy.extensions.RandomForestModel.base_price
hpipy.extensions.RandomForestModel.params
hpipy.extensions.NeuralNetworkModel
hpipy.extensions.NeuralNetworkModel.__init__
hpipy.extensions.NeuralNetworkModel.fit
hpipy.extensions.NeuralNetworkModel.coefficients
hpipy.extensions.NeuralNetworkModel.model_obj
hpipy.extensions.NeuralNetworkModel.periods
hpipy.extensions.NeuralNetworkModel.base_price
hpipy.extensions.NeuralNetworkModel.params
Transaction Data
hpipy.trans_data.TransactionData
hpipy.trans_data.TransactionData.__init__
hpipy.trans_data.TransactionData.create_forecast_periods
hpipy.trans_data.TransactionData.create_transactions
hpipy.trans_data.TransactionData.trans_data
hpipy.trans_data.TransactionData.trans_df
hpipy.trans_data.TransactionData.period_table
Period Table
hpipy.period_table.PeriodTable
hpipy.period_table.PeriodTable.__init__
hpipy.period_table.PeriodTable.create_period_table
hpipy.period_table.PeriodTable.trans_df
hpipy.period_table.PeriodTable.period_table
Time Matrix
hpipy.time_matrix.TimeMatrixMixin
hpipy.time_matrix.TimeMatrixMixin.__init__
hpipy.time_matrix.TimeMatrixMixin.create_time_matrix
Evaluation Metrics
hpipy.utils.metrics.accuracy
hpipy.utils.metrics.volatility
hpipy.utils.metrics.revision
hpipy.utils.metrics.series_accuracy
hpipy.utils.metrics.series_volatility
Plotting
hpipy.utils.plotting.plot_index
hpipy.utils.plotting.plot_index_accuracy
hpipy.utils.plotting.plot_index_volatility
hpipy.utils.plotting.plot_series
hpipy.utils.plotting.plot_series_accuracy
hpipy.utils.plotting.plot_series_volatility
hpipy.utils.plotting.plot_series_revision
Datasets
hpipy.datasets.load_ex_sales
hpipy.datasets.load_seattle_sales
API Reference
Price Model
hpipy.extensions.RandomForestModel
hpipy.extensions.RandomForestModel.coefficients
hpipy.extensions.RandomForestModel.coefficients
#
RandomForestModel.
coefficients
:
DataFrame
#
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RandomForestModel.coefficients
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