nilansaha

import re


class ElasticsearchHelpers(object):
    """
    Sanitize a query string for Elasticsearch / Lucene.
    
    Based on:
    http://stackoverflow.com/questions/16205341/symbols-in-query-string-for-elasticsearch
    https://gist.github.com/bcoe/6505434

nilansaha

import torch
import random
import torch.nn as nn
from torch.optim import Adam
import pytorch_lightning as pl
from torch.utils.data import Dataset, DataLoader

class SampleDataset(Dataset):
    def __init__(self, size, coef_1, coef_2):
        self.size = size

nilansaha

import torch
import torch.nn as nn
from torch.optim import Adam
from torch.utils.data import Dataset, DataLoader

class SampleDataset(Dataset):
    def __init__(self, size, coef_1, coef_2):
        self.size = size
        self.coef_1 = coef_1
        self.coef_2 = coef_2

nilansaha

out = parallel(delayed(_fit_and_score)(clone(base_estimator),
                                       X, y,
                                       train=train, test=test,
                                       parameters=parameters,
                                       **fit_and_score_kwargs)
               for parameters, (train, test)
               in product(candidate_params,
                          cv.split(X, y, groups)))