Leandro Cruvinel Lemes leandrocl2005

🤓

Math for developers

Bacharel, mestre, doutor e professor de matemática. Tecnológo em desenvolvimento web full stack. MBA em ciência de dados e Big data. Boardgame lover!

leandrocl2005 / teste_hello_world.py

Created April 4, 2018 19:48

print("Hello, world!")

leandrocl2005 / simple_knn_pipeline.py

Last active November 30, 2018 14:42

	# bibliotecas
	from sklearn.datasets import load_iris
	from sklearn.model_selection import train_test_split
	from sklearn.neighbors import KNeighborsClassifier

	# dataset
	iris = load_iris()

	# features e target
	X = iris.data

leandrocl2005 / simple_knn_acuracias_plot.py

Last active November 30, 2018 15:26

	# bibliotecas
	from sklearn.datasets import load_iris
	from sklearn.model_selection import train_test_split
	from sklearn.neighbors import KNeighborsClassifier
	import numpy as np

	# remove warnings
	import warnings
	warnings.filterwarnings("ignore")

leandrocl2005 / simple_knn_classification_report.py

Last active November 30, 2018 15:36

	# bibliotecas
	from sklearn.datasets import load_iris
	from sklearn.model_selection import train_test_split
	from sklearn.neighbors import KNeighborsClassifier
	from sklearn.metrics import classification_report

	# remove warnings
	import warnings
	warnings.filterwarnings("ignore")

leandrocl2005 / simple_knn_pair_plot.py

Created November 30, 2018 15:50

	# bibliotecas
	from sklearn.datasets import load_iris
	import pandas as pd
	import matplotlib.pyplot as plt
	import seaborn as sns

	# dataset
	iris = load_iris()

	# dataset to pandas dataframe

leandrocl2005 / simple_knn_tunando_neighbors.py

Created November 30, 2018 16:02

	# bibliotecas
	from sklearn.datasets import load_iris
	from sklearn.model_selection import train_test_split
	from sklearn.neighbors import KNeighborsClassifier
	import numpy as np

	# remove warnings
	import warnings
	warnings.filterwarnings("ignore")

leandrocl2005 / simple_knn_com_normalizer.py

Created November 30, 2018 16:18

	# bibliotecas
	from sklearn.datasets import load_iris
	from sklearn.model_selection import train_test_split
	from sklearn.neighbors import KNeighborsClassifier
	from sklearn.preprocessing import Normalizer
	import numpy as np

	# remove warnings
	import warnings
	warnings.filterwarnings("ignore")

leandrocl2005 / simple_knn_canberra_metric.py

Created November 30, 2018 17:00

	# bibliotecas
	from sklearn.datasets import load_iris
	from sklearn.model_selection import train_test_split
	from sklearn.neighbors import KNeighborsClassifier
	from sklearn.preprocessing import Normalizer
	import numpy as np

	# remove warnings
	import warnings
	warnings.filterwarnings("ignore")

leandrocl2005 / testePythonGist.py

Created March 9, 2019 21:12

Teste Python gists

	import matplotlib.pyplot as plt
	import pandas as pd

	for i in range(50):
	print(i)