vinimonteiro

import spacy

#load core english library
nlp = spacy.load("en_core_web_sm")

text_english = """Imagine this: instead of sending a four-hundred-pound rover vehicle to Mars,
we merely shoot over to the planet a single sphere, one that can fit on the end of a pin.
Using energy from sources around it, the sphere divides itself into a diversified army of
similar spheres. The spheres hang on to each other and sprout features: wheels, lenses,
temperature sensors, and a full internal guidance system. You'd be gobsmacked to watch

vinimonteiro

#import spacy library
import spacy

#load core english library
nlp = spacy.load("en_core_web_sm")

#take unicode string
#here u stands for unicode
doc = nlp(u"Clairson International Corp. said it expects to report a net loss for its second quarter ended March 26 and doesn't expect to meet analysts' profit estimates of $3.0 to $4 million, or 1,276 cents a share to 1,279 cents a share, for its year ending Sept. 24. (From the Wall Street Journal (1988))")
#to print sentences

vinimonteiro

from sklearn.metrics.pairwise import cosine_similarity
import pandas as pd

basetext = """
Quantum computers encode information in 0s and 1s at the same time, until you "measure" it
"""
text1 = """
A qubit stores "0 and 1 at the same time" in the same way how a car travelling north-west travels north and west at the same time
"""
text2 = """

vinimonteiro

import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns

def predict(X, w, b):
    return X * w + b

def loss(X, Y, w, b):
    return np.average((predict(X, w, b) - Y) ** 2)

vinimonteiro

def gen_file_reader(file_path):
    for row in open(file_path, "r"):
         yield row
        
def gen_print_row_count():
    count = 0
    for row in gen_file_reader("large_file"):
        count += 1
    print(f"Total count is {count}")
    

vinimonteiro

$ python large_file_example.py
Total count is 72456321

vinimonteiro

def file_reader(file_path):
    rows = []
    for row in open(file_path, "r"):
        rows.append(row)
    return rows
  
 def print_row_count():
    count = 0
    for row in file_reader("large_file"):
        count += 1

vinimonteiro

$ python /Users/viniciusmonteiro/hello_world.py
Hello World
$ 

vinimonteiro

$ python
>>> print('Hello World')
Hello World
>>> 

vinimonteiro

>>> print(923125123133123123163123193133193122123923123177 + 5)
923125123133123123163123193133193122123923123182