This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#!/usr/bin/env python | |
""" | |
simple example script for running and testing notebooks. | |
Usage: `ipnbdoctest.py foo.ipynb [bar.ipynb [...]]` | |
Each cell is submitted to the kernel, and the outputs are compared with those stored in the notebook. | |
""" | |
# License: Public Domain, but credit is nice (Min RK). |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Start the old vagrant | |
$ vagrant init centos-6.3 | |
$ vagrant up | |
# You should see a message like: | |
# [default] The guest additions on this VM do not match the install version of | |
# VirtualBox! This may cause things such as forwarded ports, shared | |
# folders, and more to not work properly. If any of those things fail on | |
# this machine, please update the guest additions and repackage the | |
# box. |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
class VotingClassifier(object): | |
"""Stripped-down version of VotingClassifier that uses prefit estimators""" | |
def __init__(self, estimators, voting='hard', weights=None): | |
self.estimators = [e[1] for e in estimators] | |
self.named_estimators = dict(estimators) | |
self.voting = voting | |
self.weights = weights | |
def fit(self, X, y, sample_weight=None): | |
raise NotImplementedError |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import operator | |
import threading | |
from functools import reduce | |
import keras | |
import keras.backend as K | |
from keras.engine import Model | |
import numpy as np | |
import tensorflow as tf | |
import time |