Competition Testing

Load the required libraries


In [1]:
import scipy
import numpy as np
import pandas as pd
import plotly.plotly as py

import visplots

from plotly.graph_objs import *
from plotly.offline import download_plotlyjs, init_notebook_mode, iplot
from sklearn import preprocessing, metrics
from sklearn.cross_validation import train_test_split, cross_val_score
from sklearn.neighbors import KNeighborsClassifier
from sklearn.ensemble import RandomForestClassifier
from sklearn.tree import DecisionTreeClassifier
from sklearn.grid_search import GridSearchCV, RandomizedSearchCV
from scipy.stats.distributions import randint

init_notebook_mode()

print("libraries all imported, ready to go")