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def dataframe_metainformation(df):
      meta = dict()
      descr = pd.DataFrame({'dtype': df.dtypes, 'NAs': df.isna().sum()})
      categorical_features = descr.loc[descr['dtype'] == 'object'].index.values.tolist()
      numerical_features = descr.loc[descr['dtype'] != 'object'].index.values.tolist()
      numerical_features_na = descr.loc[(descr['dtype'] != 'object') & (descr['NAs'] > 0)].index.values.tolist()
      categorical_features_na = descr.loc[(descr['dtype'] == 'object') & (descr['NAs'] > 0)].index.values.tolist()
      complete_features = descr.loc[descr['NAs'] == 0].index.values.tolist()
      meta['description'] = descr
      meta['categorical_features'] = categorical_features

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def fizz_buzz(lower=1, upper=101):
    return ["Fizz"*(x % 3 == 0) + "Buzz"*(x % 5 == 0) or str(x) \
       for x in range(lower, upper)]

print('\n'.join(fizz_buzz()))

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data = open("/Users/macbookssd/Desktop/faster_ds/sample_data/titanic.csv", "r")

data = data.read()


data = data.split("\n")



row_data=[]

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def mediana(lista):
  N = len(lista)
  lista.sort()
  ind=N//2
  if N%2==1:
    return lista[ind]
  else:
    return (lista[ind-1]+lista[ind])/2

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def find_min(lista):
  min_ = lista[0]
  for x in lista:
    if x<min_:
      min_=x
  return min_    
  

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num_of_class = 7;

model = Sequential()
model.add(Conv2D(10, (2, 2), activation='softmax', input_shape=(48,48,1)))
model.add(MaxPooling2D(pool_size=(2, 2)))
model.add(Conv2D(64, (5, 5), activation='softmax'))
model.add(MaxPooling2D(pool_size=(2, 2)))
model.add(Flatten())
model.add(Dense(1000, activation='relu'))
model.add(Dropout(0.5))

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def dump_to_pickle(model, filename):
		import pickle
		pickle.dump(model, open(filename, 'wb'))
    
    
def load_from_pickle(filename):
  import pickle
  loaded_model = pickle.load(open(filename, 'rb'))
  return loaded_model

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import random
import traceback
import urllib.request

import re
import requests
import time
from PIL import Image
from bs4 import BeautifulSoup

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{
  "lastUpdateDate": "27/08/2019",
  "sections": [
    {
      "name": "Sekcja past",
      "link": "https://facebook.com/groups/1607563912830342",
      "members": 69942,
      "category": "Humor"
    },
    {

fuwiak

{
  "lastUpdateDate": "27/08/2019",
  "sections": [
    {
      "name": "Sekcja past",
      "link": "https://facebook.com/groups/1607563912830342",
      "members": 69942,
      "category": "Humor"
    },
    {