# Copyright (C) 2021 The InstanceLib Authors. All Rights Reserved.

# This program is free software; you can redistribute it and/or
# modify it under the terms of the GNU Lesser General Public
# License as published by the Free Software Foundation; either
# version 3 of the License, or (at your option) any later version.

# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
# Lesser General Public License for more details.

# You should have received a copy of the GNU Lesser General Public License
# along with this program; if not, write to the Free Software Foundation,
# Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.

from typing import TypeVar


KT = TypeVar("KT") 
"""The Key Type of the Dataset (mostly int for Primary Keys, but strings are also possible)"""

DT = TypeVar("DT")
"""The Type of the data point """

VT = TypeVar("VT")
"""The Type of the vector"""

MT = TypeVar("MT")
"""The Type of the matrix"""

RT = TypeVar("RT")
"""The Type of the representation of the data point"""

LT = TypeVar("LT")
"""The Type of the labels"""
CT = TypeVar("CT")
"""The Type of the context"""

LVT = TypeVar("LVT")
"""The Type of the encoded label vector"""

PVT = TypeVar("PVT")
"""The Type of the encoded probability vector"""

LMT = TypeVar("LMT")
"""The Type of the label matrix"""

PMT = TypeVar("PMT")
"""The Type of the encoded probability matrix"""

