200320200724 In [1]: import pandas as pd df = pd.read_csv(’/home/wojciech/Pulpit/1/kaggletrain.csv’) df = df.dropna(how=’any’) df.dtypes Out[1]: Unnamed: 0 int64 PassengerId int64 Survived int64 Pclass int64 Name […]
https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.kruskal.html Unless you have a large sample size and can clearly demonstrate that your data are normal, you should routinely use Kruskal–Wallis; they think it […]
In [1]: import time start_time = time.time() ## pomiar czasu: start pomiaru czasu print(time.ctime()) Mon Mar 9 09:36:05 2020 In [2]: import torch import torch.nn as […]
In [1]: import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as plt %matplotlib inline df= pd.read_csv(’c:/1/Stroke_Prediction.csv’) df.head(5) Out[1]: ID […]
http://sigmaquality.pl/models/classification/part_5-stroke_prediction-tensorflow/ In [1]: import torch from torch.autograd import Variable import torch.nn.functional as F import torch.utils.data as Data import matplotlib.pyplot as plt %matplotlib inline import numpy as […]
Part_4 Stroke_Prediction – Modele klasyfikacji In [1]: import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as plt %matplotlib inline […]
Part_3 Stroke_Prediction – Czy palenie przyczynia się do udaru mózgu W tej części przeprowadzę klasyfikację za pomocą modeli Model regresji logistycznej Random Forest Classifier Naive […]
Protected: Part_2 Stroke_Prediction – Preparation of data for the classification process Analiza ONE-WAY ANOVA¶ In [1]: import pandas as pd import numpy as np import seaborn […]
Part_1 Stroke_Prediction – Preparation of data for analysis In [1]: import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as […]
In [1]: from sklearn.datasets import load_breast_cancer from sklearn.feature_selection import RFECV from sklearn.model_selection import GridSearchCV from sklearn.model_selection import train_test_split from sklearn.ensemble import RandomForestClassifier import pandas as […]
Procedura 2: RandomForestClassifier¶ In [1]: from sklearn.datasets import load_breast_cancer from sklearn.feature_selection import RFECV from sklearn.model_selection import GridSearchCV from sklearn.model_selection import train_test_split from sklearn.ensemble import RandomForestClassifier import […]
In [1]: import time start_time = time.time() ## pomiar czasu: start pomiaru czasu print(time.ctime()) Wed Mar 11 07:58:05 2020 In [2]: import torch import torch.nn as […]
EN240120201439 What is the kernel method? The kernel method involves bending two-dimensional space. this is perfectly explained here: https://shapeofdata.wordpress.com/2013/05/27/kernels/ Two-dimensional data live in a two-dimensional […]
EN240120201439 EXAMPLE Generates fictitious data In [1]: import numpy as np import matplotlib.pyplot as plt from scipy.optimize import curve_fit from pylab import * x = np.linspace(0, […]
PL190120201944 Guerry, Essay on the Moral Statistics of France (1833) Source: http://datavis.ca/gallery/guerry/guerrydat.html 1. dept wydział Num ID działu Standardowe numery dla działów, z wyjątkiem Korsyki […]
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