!pip install jovian --upgrade -q

import jovian

jovian.commit(project='Thesis2020NCAT-jovian-binber')

# -*- coding: utf-8 -*-
"""
Created on Sun Mar  8 22:32:12 2020

@author: mutai
"""
#libraries
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import matplotlib.animation as animation
from mpl_toolkits import mplot3d
from matplotlib.cm import register_cmap
from scipy import stats
import sklearn
from sklearn.impute import SimpleImputer 
from sklearn.preprocessing import LabelEncoder, OneHotEncoder, MinMaxScaler, StandardScaler
from sklearn.model_selection import train_test_split, cross_val_score
from pandas import DataFrame
from sklearn.feature_selection import SelectFromModel
from datetime import datetime, date, time
from sklearn.cluster import KMeans
from sklearn.decomposition import PCA
from sklearn.manifold import TSNE, MDS
import sys
import csv
import re

import seaborn as sns
from sklearn.ensemble import RandomForestClassifier
from sklearn.metrics import classification_report, confusion_matrix, accuracy_score, euclidean_distances
from sklearn import preprocessing
from tqdm import tqdm
from time import sleep
from sklearn.inspection import permutation_importance
from sklearn.compose import ColumnTransformer
from sklearn.pipeline import Pipeline
%matplotlib notebook
%matplotlib inline