alejio

def lift_report(filename, septr='|', jitter_on=False):

    ## Import necessary packages
    import sys
    import pandas as pd
    import numpy as np
    import pandas.core.algorithms as algos
    from pandas import Series
    from sklearn.metrics import roc_auc_score

alejio

import pandas as pd
import numpy as np

def split_train_test(df_in, test_ratio):
    # Reserve an out-of-place sample for final evaluation
    # Could have used train_test_split from sklearn
    df = df_in.copy(deep=True)
    np.random.seed(42)
    shuffled_indices = np.random.permutation(len(df))
    test_set_size = int(len(df) * test_ratio)

alejio

from sklearn.metrics import confusion_matrix
from matplotlib import pyplot as plt

# Plot confusion matrix
def plot_confusion_matrix(cm, classes,
                          normalize=False,
                          title='Confusion matrix',
                          cmap=plt.cm.Blues):
    """
    This function prints and plots the confusion matrix.

alejio

name: dsg
channels:
  - conda-forge
  - defaults
dependencies:
  - bleach=3.0.2=py_0
  - click=7.0=py_0
  - entrypoints=0.2.3=py37_1002
  - gmp=6.1.2=hfc679d8_0
  - ipywidgets=7.4.2=py_0

alejio

def dump_keys(d, lvl=0):
    for k, v in d.items():
        print('%s%s' % (lvl * ' ', k))
        if type(v) == dict:
            dump_keys(v, lvl+1)

alejio

Keybase proof

I hereby claim:

• I am alejio on github.
• I am alex_sp (https://keybase.io/alex_sp) on keybase.
• I have a public key ASBvurBYR5vP4COZTzP5Ef6536AguENaIq-TwcHUBBS2Ugo

To claim this, I am signing this object:

alejio

git clone https://github.com/hakimel/reveal.js.git
jupyter-nbconvert --to slides Myslides.ipynb --reveal-prefix=reveal.js

Make sure widgets work
conda install -c conda-forge ipywidgets
jupyter nbextension install --py widgetsnbextension --sys-prefix
jupyter nbextension enable widgetsnbextension --py --sys-prefix
from ipywidgets import *
IntSlider()
https://github.com/jupyter-widgets/ipywidgets/issues/1411

alejio

# added by Anaconda3 4.4.0 installer
export PATH="/Users/alexi/anaconda/bin:$PATH"


# Make python run in anaconda
# alias anacondainit='export PATH="/Library/Python/anaconda/bin:$PATH"; export PATH="/Applications/anaconda/bin:$PATH"'


# 		MISC SHORTCUTS I LIKE

alejio

# Show channel URLs when displaying what is going to be downloaded
# and in 'conda list'. The default is False.
show_channel_urls: True

ssl_verify: true

create_default_packages:
  - pip
  - ipython
  - scipy

alejio

from IPython.display import display_html
def display_side_by_side(*args):
    html_str=''
    for df in args:
        html_str+=df.to_html()
    display_html(html_str.replace('table','table style="display:inline"'),raw=True)
    
    #https://stackoverflow.com/questions/38783027/jupyter-notebook-display-two-pandas-tables-side-by-side