SMQTK Python 社交媒体查询工具包 项目简介
SMQTK (Social Multimedia Query ToolKit) 是一个 Python 工具包,用于基于多媒体的机器学习中可插入式的算法和数据结构。SMQTK 的 API 提供:可伸缩的数据结构接口和实现,侧重于机器学习相关内容.机器学习的算法接口和实现带算法和数据结构支持的高级应用和工具通过这些特性,用户和开发者可以使用不同的机器学习算法和技术来使用不同类型的数据。适用场景包括基于语料库的媒体搜索来查找相似内容;或者提供基于内容的相关反馈接口。示例代码:import abc
from smqtk.representation import SmqtkRepresentation
from smqtk.utils.plugin import Pluggable, get_plugins
class FooBar (SmqtkRepresentation, Pluggable):
"""
Some documentation on what this does.
"""
# Interface methods and/or abstract functionality here.
# -> See the abc module on how to decorate abstract methods.
@abc.abstractmethod
def do_something(self):
""" Does Something """
def get_foo_bar_impls(reload_modules=False):
import os.path as osp
from smqtk.utils.plugin import get_plugins
this_dir = osp.abspath(osp.dirname(__file__))
env_var = 'FOO_BAR_PATH'
helper_var = 'FOO_BAR_CLASS'
return get_plugins(__name__, this_dir, env_var, helper_var, FooBar,
reload_modules)
from smqtk.representation import SmqtkRepresentation
from smqtk.utils.plugin import Pluggable, get_plugins
class FooBar (SmqtkRepresentation, Pluggable):
"""
Some documentation on what this does.
"""
# Interface methods and/or abstract functionality here.
# -> See the abc module on how to decorate abstract methods.
@abc.abstractmethod
def do_something(self):
""" Does Something """
def get_foo_bar_impls(reload_modules=False):
import os.path as osp
from smqtk.utils.plugin import get_plugins
this_dir = osp.abspath(osp.dirname(__file__))
env_var = 'FOO_BAR_PATH'
helper_var = 'FOO_BAR_CLASS'
return get_plugins(__name__, this_dir, env_var, helper_var, FooBar,
reload_modules)