jithurjacob

Build started 13-Dec-16 11:50:34 AM.
Overriding target "GetFrameworkPaths" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "GetFrameworkPaths" from project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.NetFramework.targets".
Overriding target "SatelliteDllsProjectOutputGroup" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "SatelliteDllsProjectOutputGroup" from project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.WinFx.targets".
Overriding target "GenerateTargetFrameworkMonikerAttribute" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "GenerateTargetFrameworkMonikerAttribute" from project "C:\Program Files (x86)\MSBuild\Microsoft.Cpp\v4.0\V140\Microsoft.BuildSteps.Targets".
Overriding target "Build" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "Build" from project "C:\Program Files (x86)\MSBuild

jithurjacob

Build started 13-Dec-16 12:23:34 PM.
Overriding target "GetFrameworkPaths" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "GetFrameworkPaths" from project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.NetFramework.targets".
Overriding target "SatelliteDllsProjectOutputGroup" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "SatelliteDllsProjectOutputGroup" from project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.WinFx.targets".
Overriding target "GenerateTargetFrameworkMonikerAttribute" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "GenerateTargetFrameworkMonikerAttribute" from project "C:\Program Files (x86)\MSBuild\Microsoft.Cpp\v4.0\V140\Microsoft.BuildSteps.Targets".
Overriding target "Build" in project "C:\Windows\Microsoft.NET\Framework\v4.0.30319\Microsoft.Common.targets" with target "Build" from project "C:\Program Files (x86)\MSBuild

jithurjacob

import requests
import logging

# These two lines enable debugging at httplib level (requests->urllib3->http.client)
# You will see the REQUEST, including HEADERS and DATA, and RESPONSE with HEADERS but without DATA.
# The only thing missing will be the response.body which is not logged.
try:
    import http.client as http_client
except ImportError:
    # Python 2

jithurjacob

* {
  background: #000 !important;
  color: #0f0 !important;
  outline: solid #f00 1px !important;
}

jithurjacob

Movies Recommendation:

• MovieLens - Movie Recommendation Data Sets http://www.grouplens.org/node/73
• Yahoo! - Movie, Music, and Images Ratings Data Sets http://webscope.sandbox.yahoo.com/catalog.php?datatype=r
• Jester - Movie Ratings Data Sets (Collaborative Filtering Dataset) http://www.ieor.berkeley.edu/~goldberg/jester-data/
• Cornell University - Movie-review data for use in sentiment-analysis experiments http://www.cs.cornell.edu/people/pabo/movie-review-data/

Music Recommendation:

• Last.fm - Music Recommendation Data Sets http://www.dtic.upf.edu/~ocelma/MusicRecommendationDataset/index.html

jithurjacob

'''This script goes along the blog post
"Building powerful image classification models using very little data"
from blog.keras.io.
It uses data that can be downloaded at:
https://www.kaggle.com/c/dogs-vs-cats/data
In our setup, we:
- created a data/ folder
- created train/ and validation/ subfolders inside data/
- created cats/ and dogs/ subfolders inside train/ and validation/
- put the cat pictures index 0-999 in data/train/cats

jithurjacob

var jq = document.createElement('script');
jq.src = "https://ajax.googleapis.com/ajax/libs/jquery/2.1.4/jquery.min.js";
document.getElementsByTagName('head')[0].appendChild(jq);
// ... give time for script to load, then type (or see below for non wait option)

//localStorage.setItem("playbackRate",  2.1);

console.log('[start]Pluralsight Continuous Play');

window.setInterval(function(){

jithurjacob

//credits - https://greasyfork.org/en/scripts/28295-udemy-show-section-time		
// greasyfonrk was throwing me an error so I created this gist
(function() {
    
    $.getScript("https://greasyfork.org/scripts/5392-waitforkeyelements/code/WaitForKeyElements.js?version=115012", function(){
        // waits for the cards to be loaded
        waitForKeyElements(selectors.sectionCard, run, true);
    });
  var selectors = {
    sectionCard: 'curriculum-navigation-section',

jithurjacob

"""
© Jithu R Jacob - http://jithurjacob.in

This script is useful when we wait for a ML agorithm to finish running. What I would do is estimate the time remaining and set the script.
If you are using the script directly in your program you can remove the sleep function. 
"""

import time, os

def runit():

jithurjacob

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: