import numpy as np
import xgboost as xgb
import pandas as pd
import datetime as dt
import matplotlib.pyplot as plt
%matplotlib inline
from datetime import timedelta
plt.rcParams['figure.figsize'] = [16, 12]
import seaborn as sns
from sklearn.model_selection import train_test_split
from sklearn.decomposition import PCA
from sklearn.cluster import MiniBatchKMeans
import warnings
warnings.filterwarnings('ignore')
/Users/tarrysingh/anaconda/lib/python3.6/site-packages/sklearn/cross_validation.py:41: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20. "This module will be removed in 0.20.", DeprecationWarning)
track = np.genfromtxt()