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from pdpbox import pdp
import plotly.offline as py
from plotly.tools import mpl_to_plotly
py.init_notebook_mode(connected=False)

for f in feats:
    pdp_dist = pdp.pdp_isolate(model=model, dataset=X, model_features=X.columns, feature=f)
    fig, axes = pdp.pdp_plot(pdp_dist, f, figsize=(8, 6), plot_params={
        # plot title and subtitle
        'title': f,

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def notify(message):
    assert type(message) is str
    token = YOUR_ACCESS_TOKEN  # deactivate when the competition is over
    api = 'https://notify-api.line.me/api/notify'
    message = "\n" + message
    payload = {'message': message}
    headers = {'Authorization': 'Bearer {}'.format(token)}
    requests.post(api, data=payload, headers=headers)

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import tweepy

TWITTER_ID = 'YOUR TWITTER ID'
API_KEY = 'YOUR API KEY'
API_SECRET = 'YOUR API SECRET'
TOKEN = 'YOUR ACCESS TOKEN'
TOKEN_SECRET = 'YOUR ACCESS TOKEN SECRET'

auth = tweepy.OAuthHandler(API_KEY, API_SECRET)
auth.set_access_token(TOKEN, TOKEN_SECRET)

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#!/bin/bash
#
# GitBucket helper (start, stop, and update)
# Amane Suzuki

name=$(basename $0)

usage() {
  cat <<EOT
Usage:

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\term{ポリビニルアルコール}

\term{ポリビニルアルコール}[polyvinyl alcohol]

\term{ポリビニルアルコール}[polyvinyl alcohol][PVA]

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import numpy as np

INIT_HAND = 3
INIT_DECK = 40

def probability(deck):
    return np.array([(deck-i)/deck for i in range(1, INIT_HAND+1)])

def main():
    p = np.array([1., 1., 1.])

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def main():
    print("hello world")
  
if __name__ == '__main__':
    main()

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