| """ | |
| Tensorflow estimator API example | |
| References: | |
| - <https://www.tensorflow.org/guide/custom_estimators> | |
| - <https://github.com/tensorflow/models/blob/master/samples/core/get_started/custom_estimator.py> | |
| - <https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/distribute/README.md> | |
| """ | |
| import numpy as np | |
| import tensorflow as tf |
| #! /usr/bin/env ruby | |
| # NOTE: Requires Ruby 2.1 or greater. | |
| # This script can be used to parse and dump the information from | |
| # the 'html/contact_info.htm' file in a Facebook user data ZIP download. | |
| # | |
| # It prints all cell phone call + SMS message + MMS records, plus a summary of each. | |
| # | |
| # It also dumps all of the records into CSV files inside a 'CSV' folder, that is created |
| ''' | |
| Using Bottleneck Features for Multi-Class Classification in Keras | |
| We use this technique to build powerful (high accuracy without overfitting) Image Classification systems with small | |
| amount of training data. | |
| The full tutorial to get this code working can be found at the "Codes of Interest" Blog at the following link, | |
| https://www.codesofinterest.com/2017/08/bottleneck-features-multi-class-classification-keras.html | |
| Please go through the tutorial before attempting to run this code, as it explains how to setup your training data. |
| <?xml version="1.0" encoding="utf-8"?> | |
| <!-- | |
| Copyright 2016 Google Inc. | |
| Licensed under the Apache License, Version 2.0 (the "License"); | |
| you may not use this file except in compliance with the License. | |
| You may obtain a copy of the License at | |
| http://www.apache.org/licenses/LICENSE-2.0 |
I recently relocated for new employment. I've been staying in an extended stay hotel for about 3 weeks now. The hotel I'm staying in gives its guests free Wifi access. However, it requires users to accept terms and conditions on a splash page via browser interface before they can use the network. This makes it difficult to use my Chromecast with the network, as it doesn't have a means of accessing that splash page. While I could call the IT help line, I decided to explore a work-around.
Like many networks, my hotel's network attempts to improve security by using MAC address filtering. Luckily, Mac OS X (10.4 - 10.10) makes it very easy to spoof your network card's MAC address.
Here's how to add a devices like Chromecast, AppleTV, Roku to a wireless network that requires a browser to authenticate and accept terms and conditions.
| #!/usr/bin/env python | |
| try: | |
| # For Python 3.0 and later | |
| from urllib.request import urlopen | |
| except ImportError: | |
| # Fall back to Python 2's urllib2 | |
| from urllib2 import urlopen | |
| import json |
| #!/bin/bash | |
| # https://cloud.google.com/compute/docs/faq#find_ip_range | |
| # nslookup -q=TXT _cloud-netblocks.googleusercontent.com 8.8.8.8 | |
| myarray=() | |
| for LINE in `dig txt _cloud-netblocks.googleusercontent.com +short | tr " " "\n" | grep include | cut -f 2 -d :` | |
| do | |
| myarray+=($LINE) | |
| for LINE2 in `dig txt $LINE +short | tr " " "\n" | grep include | cut -f 2 -d :` |
A personal diary of DataFrame munging over the years.
Convert Series datatype to numeric (will error if column has non-numeric values)
(h/t @makmanalp)
Being new to Cypher and Neo4j, I am having trouble constructing my query for my use-case. I am building a simple ACL (access control list) and am looking for a path through permission relationships an up a hierarchy as well. A picture may better explain it:
Key:
