# -*- coding: utf-8 -*-
"""
@author: yq
@time: 2025/2/27
@desc: 
"""
import torch.nn as nn


class LR(nn.Module):
    def __init__(self, weight: nn.Parameter):
        super(LR, self).__init__()
        self.linear = nn.Linear(weight.shape[0], 1, bias=False)
        self.linear.weight = weight
        self.sigmoid = nn.Sigmoid()

    def forward(self, x):
        return self.sigmoid(self.linear(x))


if __name__ == "__main__":
    pass