avidale

ды 33907
	 и 29917
	 а 2265
	 но 1165
	 да 560
сон 16527
	 он 7801
	 оно 5256
	 она 2158
	 это 1312

avidale

avidale

import numpy as np
import scipy.optimize
from sklearn.linear_model import Ridge
from sklearn.isotonic import IsotonicRegression
from sklearn.base import BaseEstimator, RegressorMixin


class MonotonicRegression(BaseEstimator, RegressorMixin):
    """ Smooth increasing piecewise linear regression.
    During training, it minimizes MSE and the sum of absolute changes in its slope.

avidale

avidale

avidale

avidale

avidale

import torch
import copy
from torch import nn
from transformers import T5PreTrainedModel
from transformers.models.t5.modeling_t5 import T5Stack
from transformers.modeling_outputs import SequenceClassifierOutput
from torch.nn import BCEWithLogitsLoss, CrossEntropyLoss, MSELoss


def mean_pooling(inputs, mask):

avidale

avidale