Manager

class rackio_AI.Manager()

append(self, obj)

Append RackioEDA, Preprocessing or RackioDNN object to the manager

---

Parameters

• :param obj: (RackioEDA, Preprocessing, RackioDNN) object

:return:

None

get(self, name=None)

Get a RackioEDA, Preprocessing or RackioDNN object by name

---

Parameters

• :param name: (str) If name is not given yo get all RackioEDA objects in the manager

:return:

• obj: RackioEDA, Preprocessing or RackioDNN object or object list

---

Snippet code

>>> from rackio_AI import RackioAI
>>> manager = RackioAI.get_manager('EDA')
>>> EDA = manager.get("EDA")
>>> manager = RackioAI.get_manager('Preprocessing')
>>> Preprocess = manager.get("Preprocessing")

get_names(self)

Get all RackioEDA, Preprocessing or RackioDNN object names in the manager

---

Parameters

None

:return:

• result: (list['str'])

---

Snippet code

>>> from rackio_AI import RackioAI
>>> manager = RackioAI.get_manager('EDA')
>>> manager.get_names()
['EDA', 'EDA core']
>>> manager = RackioAI.get_manager('Preprocessing')
>>> manager.get_names()
['Preprocessing', 'Preprocessing core']

get_descriptions(self)

Get all RackioEDA, Preprocessing or RackioDNN object descriptions in the manager

---

Parameters

None

:return:

• result: (list['str'])

---

Snippet code

>>> from rackio_AI import RackioAI
>>> manager = RackioAI.get_manager('EDA')
>>> manager.get_descriptions()
['Object Exploratory Data Analysis', 'Object Exploratory Data Analysis']
>>> manager = RackioAI.get_manager('Preprocessing')
>>> manager.get_descriptions()
['Preprocesing object', 'preprocessing for data']

summary(self)

Get RackioEDA, Preprocessing or RackioDNN Summary

---

Parameters

None

:return:

• result: (dict) key values {'length', 'names', 'descriptions'}

---

Snippet code

>>> from rackio_AI import RackioAI
>>> manager = RackioAI.get_manager('EDA')
>>> manager.summary()
{'length': 2, 'names': ['EDA', 'EDA core'], 'descriptions': ['Object Exploratory Data Analysis', 'Object Exploratory Data Analysis']}
>>> manager = RackioAI.get_manager('Preprocessing')
>>> manager.summary()
{'length': 2, 'names': ['Preprocessing', 'Preprocessing core'], 'descriptions': ['Preprocesing object', 'preprocessing for data'], 'types': ['regression', 'regression']}

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Data Analysis

class rackio_AI.DataAnalysisManager()

Data analysis object's manager

---

Preprocessing

class rackio_AI.PreprocessManager()

Preprocessing object's manager

get_types(self)

Get all Preprocessing object types in the manager

---

Parameters

None

:return:

• result: (list['str']) Preprocessing object types

---

Snippet code

>>> from rackio_AI import Preprocessing, RackioAI
>>> preprocess = Preprocessing(name='Preprocess', description='preprocess for data', problem_type='regression')
>>> preprocess2 = Preprocessing(name='Preprocess2', description='preprocess for data', problem_type='classification')
>>> manager = RackioAI.get_manager('Preprocessing')
>>> manager.get_types()
['regression', 'classification']

summary(self)

Get Preprocessing Summary

Parameters

None

:return:

• result: (dict) key values {'length', 'names', 'descriptions', 'types'}

Snippet code

>>> from rackio_AI import RackioAI
>>> manager = RackioAI.get_manager('Preprocessing')
>>> manager.summary()
{'length': 2, 'names': ['Preprocess', 'Preprocess2'], 'descriptions': ['preprocess for data', 'preprocess for data'], 'types': ['regression', 'classification']}

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Models

class rackio_AI.ModelsManager()

Data analysis object's manager