Ryan Padilha ryanpadilha

	# 1. Bag of Words

	from sklearn.feature_extraction.text import CountVectorizer

	corpus = ["gato dormindo", "cachorro latindo", "gato e cachorro brincando"]

	vectorizer = CountVectorizer()
	X = vectorizer.fit_transform(corpus)

	print("Vocabulário:", vectorizer.get_feature_names_out())

	from transformers import AutoTokenizer

	bert_tokenizer = AutoTokenizer.from_pretrained("bert-base-uncased")
	gpt2_tokenizer = AutoTokenizer.from_pretrained("gpt2")

	sentences = [
	"Today is a beautiful day.",
	"Today is a beatiful day.",
	"That beat is so dope!"
	]

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

	from sklearn.cluster import KMeans
	from sklearn.preprocessing import StandardScaler

	from google.colab import drive
	drive.mount('/content/drive')

	import pandas as pd
	import numpy as np
	import matplotlib.pyplot as plt

	from sklearn.model_selection import train_test_split
	from sklearn.preprocessing import OneHotEncoder
	from sklearn.compose import ColumnTransformer
	from sklearn.pipeline import Pipeline
	from sklearn.ensemble import RandomForestRegressor
	from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score

	import pandas as pd

	from sklearn.model_selection import train_test_split
	from sklearn.tree import DecisionTreeClassifier
	from sklearn.metrics import accuracy_score

	from google.colab import drive
	drive.mount('/content/drive')

	# primeira forma de resolucao

	When you think your git is messed up, you can use this command to do everything up-to-date.

	git rm -r --cached .
	git add .
	git commit -am 'git cache cleared'
	git push

	Also to revert back last commit use this :

	git reset HEAD^ --hard

	def VERSION = "${env.BUILD_NUMBER}"
	def DIST_ARCHIVE = "dist.${env.BUILD_NUMBER}"
	def S3_BUCKET = 'angular-prod-deploy'

	pipeline {
	agent any
	tools { nodejs "Angular Project" }

	stages {
	stage('NPM Install') {

	/target/
	!.mvn/wrapper/maven-wrapper.jar

	### STS ###
	.apt_generated
	.classpath
	.factorypath
	.project
	.settings
	.springBeans

	CREATE TEXT SEARCH CONFIGURATION fr ( COPY = french );
	ALTER TEXT SEARCH CONFIGURATION fr ALTER MAPPING
	FOR hword, hword_part, word WITH unaccent, french_stem;

	CREATE TEXT SEARCH CONFIGURATION en ( COPY = english );
	ALTER TEXT SEARCH CONFIGURATION en ALTER MAPPING
	FOR hword, hword_part, word WITH unaccent, english_stem;

	CREATE TEXT SEARCH CONFIGURATION de ( COPY = german );
	ALTER TEXT SEARCH CONFIGURATION de ALTER MAPPING