{"library":"scikit-base","title":"skbase","description":"skbase provides base classes for creating scikit-learn-like parametric objects, along with tools to make it easier to build custom packages that follow these design patterns. It is a foundational library, notably used by `sktime`. The current version is 0.13.1, and it has a frequent release cadence with minor and patch updates occurring roughly monthly or bi-monthly.","language":"python","status":"active","last_verified":"Thu May 21","install":{"commands":["pip install scikit-base","pip install scikit-base[all_extras]"],"cli":null},"imports":["from skbase.base import BaseObject","from skbase.lookup import all_objects"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"from skbase.base import BaseObject\n\nclass MyCustomObject(BaseObject):\n    \"\"\"A simple custom object demonstrating skbase.base.BaseObject.\"\"\"\n\n    def __init__(self, value_a=1, value_b=\"default_string\", random_state=None):\n        self.value_a = value_a\n        self.value_b = value_b\n        self.random_state = random_state\n        super().__init__()\n\n# Create an instance of our custom object\nmy_obj = MyCustomObject(value_a=10)\nprint(f\"Initial parameters: {my_obj.get_params()}\")\n\n# Modify parameters using set_params\nmy_obj.set_params(value_b=\"new_string_value\")\nprint(f\"Parameters after set_params: {my_obj.get_params()}\")\n\n# Demonstrate cloning (a common scikit-learn-like pattern)\ncloned_obj = my_obj.clone()\nprint(f\"Cloned object parameters: {cloned_obj.get_params()}\")\nprint(f\"Is cloned_obj the same instance as my_obj? {cloned_obj is my_obj}\")","lang":"python","description":"This quickstart demonstrates defining a custom object inheriting from `skbase.base.BaseObject`, illustrating how to initialize parameters, retrieve them with `get_params`, modify them with `set_params`, and create a deep copy using 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