00-startupfile.py

import io
import os
import requests
import math

import pandas as pd
import numpy as np

# visualization
import matplotlib.pyplot as plt
get_ipython().magic('matplotlib inline')
import seaborn as sns
# import plotly.graph_objects as go
# from bokeh.plotting import figure, output_file, show

# scipy
import scipy.stats as stats
from scipy.stats import zscore

# sklearn
from sklearn import metrics
from sklearn.metrics import accuracy_score
from sklearn.model_selection import train_test_split
from sklearn.metrics import roc_curve, auc

# Deep learning
import tensorflow as tf
import tensorflow.keras
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Activation
from tensorflow.keras.callbacks import EarlyStopping

# NLTK
import nltk

# Statsmodels
import statsmodels.api as sm
import statsmodels.formula.api as smf