Func

In [ ]:

import torch
from torch import nn
import os
import random
import sys
import numpy as np

import torch from torch import nn import os import random import sys import numpy as np

In [ ]:

def cat2int(x):
    if x == "negative": return 0
    elif x == "neutral": return 1
    else: return 2

def cat2int(x): if x == "negative": return 0 elif x == "neutral": return 1 else: return 2

In [ ]:

def int2cat(x):
    if x == 0: return "negative"
    elif x == 1: return "neutral"
    else: return "positive"

def int2cat(x): if x == 0: return "negative" elif x == 1: return "neutral" else: return "positive"

In [ ]:

def set_seed(seed):
    torch.manual_seed(seed)
    torch.cuda.manual_seed(seed)
    torch.cuda.manual_seed_all(seed)
    np.random.seed(seed)
    random.seed(seed)
    os.environ['PYTHONHASHSEED'] = str(seed)

def set_seed(seed): torch.manual_seed(seed) torch.cuda.manual_seed(seed) torch.cuda.manual_seed_all(seed) np.random.seed(seed) random.seed(seed) os.environ['PYTHONHASHSEED'] = str(seed)