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Math for developers

Leandro Cruvinel Lemes leandrocl2005

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Math for developers
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@leandrocl2005
leandrocl2005 / teste_hello_world.py
Created April 4, 2018 19:48
print("Hello, world!")
@leandrocl2005
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
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
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
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
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
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
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
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)