drmarshall

class AttentionWithContext(Layer):
    """
    Attention operation, with a context/query vector, for temporal data.
    Supports Masking.
    Follows the work of Yang et al. [https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf]
    "Hierarchical Attention Networks for Document Classification"
    by using a context vector to assist the attention
    # Input shape
        3D tensor with shape: `(samples, steps, features)`.
    # Output shape

drmarshall

def dot_product(x, kernel):
    """
    Wrapper for dot product operation, in order to be compatible with both
    Theano and Tensorflow
    Args:
        x (): input
        kernel (): weights
    Returns:
    """
    if K.backend() == 'tensorflow':

drmarshall

from keras import backend as K, initializers, regularizers, constraints
from keras.engine.topology import Layer


def dot_product(x, kernel):
    """
    Wrapper for dot product operation, in order to be compatible with both
    Theano and Tensorflow
    Args:

drmarshall

#! /usr/bin/env python
#
# Mixpanel, Inc. -- http://mixpanel.com/
#
# Python API client library to consume mixpanel.com analytics data.

import hashlib
import time
import urllib #for url encoding
import urllib2 #for sending requests

drmarshall

#! /usr/bin/env python
#
# Mixpanel, Inc. -- http://mixpanel.com/
#
# Python API client library to consume mixpanel.com analytics data.

import hashlib
import urllib
import time
try:

drmarshall

# extending the Mixpanel API class for large data to avoid maxing out ram and slowing request to point of failure
def request_highvolume(self, methods, params):
		"""
			methods - List of methods to be joined, e.g. ['events', 'properties', 'values']
            will give us http://mixpanel.com/api/2.0/events/properties/values/
			params - Extra parameters associated with method
		"""
		params['api_key'] = self.api_key
		params['expire'] = int(time.time()) + 600   # Grant this request 10 minutes.

drmarshall

#import "TSTapstream.h"
#define MIXPANEL_TOKEN @"YOUR_MIXPANEL_TOKEN"

// ...

- (BOOL)application:(UIApplication *)application didFinishLaunchingWithOptions:(NSDictionary *)launchOptions
{
    
    [Mixpanel sharedInstanceWithToken:MIXPANEL_TOKEN];
    

drmarshall

<form action="music.html" id="signup_form" name="signup_form">
<ul>
<li>Name: <input type="text" id="name"></input></li>
<li>Email address: <input type="text" id="email_input"></input></li>
<li>Favorite Music: <select id="selection_input"><option value="Classical">Classical</option>
						<option value="Folk">Folk</option></select></li>
</ul>
<input type="submit" id="mySubmit" action="music.html">
</form>
 

drmarshall

<script type="text/javascript">
// mixpanel stub and initialization
(function(e,b){if(!b.__SV){var a,f,i,g;window.mixpanel=b;b._i=[];b.init=function(a,e,d){function f(b,h){var a=h.split(".");2==a.length&&(b=b[a[0]],h=a[1]);b[h]=function(){b.push([h].concat(Array.prototype.slice.call(arguments,0)))}}var c=b;"undefined"!==typeof d?c=b[d]=[]:d="mixpanel";c.people=c.people||[];c.toString=function(b){var a="mixpanel";"mixpanel"!==d&&(a+="."+d);b||(a+=" (stub)");return a};c.people.toString=function(){return c.toString(1)+".people (stub)"};i="disable track track_pageview track_links track_forms register register_once alias unregister identify name_tag set_config people.set people.set_once people.increment people.append people.track_charge people.clear_charges people.delete_user".split(" ");
for(g=0;g<i.length;g++)f(c,i[g]);b._i.push([a,e,d])};b.__SV=1.2;a=e.createElement("script");a.type="text/javascript";a.async=!0;a.src=("https:"===e.location.protocol?"https:":"http:")+'//cdn.mxpnl.com/libs/mixpanel-2.2.min.js';f=