baraldilorenzo

##VGG16 model for Keras

This is the Keras model of the 16-layer network used by the VGG team in the ILSVRC-2014 competition.

It has been obtained by directly converting the Caffe model provived by the authors.

Details about the network architecture can be found in the following arXiv paper:

Very Deep Convolutional Networks for Large-Scale Image Recognition

K. Simonyan, A. Zisserman

wesbos

// Update: Hey Folks - I've got a full Gulpfile with everything else over at https://github.com/wesbos/React-For-Beginners-Starter-Files

var source = require('vinyl-source-stream');
var gulp = require('gulp');
var gutil = require('gulp-util');
var browserify = require('browserify');
var reactify = require('reactify');
var babelify = require('babelify');
var watchify = require('watchify');
var notify = require('gulp-notify');

danielgtaylor

Moving to ES6 from CoffeeScript

I fell in love with CoffeeScript a couple of years ago. Javascript has always seemed something of an interesting curiosity to me and I was happy to see the meteoric rise of Node.js, but coming from a background of Python I really preferred a cleaner syntax.

In any fast moving community it is inevitable that things will change, and so today we see a big shift toward ES6, the new version of Javascript. It incorporates a handful of the nicer features from CoffeeScript and is usable today through tools like Babel. Here are some of my thoughts and issues on moving away from CoffeeScript in favor of ES6.

While reading I suggest keeping open a tab to Babel's learning ES6 page. The examples there are great.

Punctuation

Holy punctuation, Batman! Say goodbye to your whitespace and hello to parenthesis, curly braces, and semicolons again. Even with the advanced ES6 syntax you'll find yourself writing a lot more punctuatio

eXenon

#!/usr/bin/python2

"""
    Use scapy to modify packets going through your machine.
    Based on nfqueue to block packets in the kernel and pass them to scapy for validation
"""

import nfqueue
from scapy.all import *
import os

nybblr

Checkout the blog post for the whole story.

Setup Bower and install components:

npm install -g bower
bower install

Before deploying to Heroku, switch to the multi buildpack:

gbuesing

UPDATE a fork of this gist has been used as a starting point for a community-maintained "awesome" list: machine-learning-with-ruby Please look here for the most up-to-date info!

Resources for Machine Learning in Ruby

Gems

• liblinear-ruby: Ruby interface to LIBLINEAR using SWIG

dideler

TL;DR

Create a backup:

pg_dumpall > mybackup.sql

Perform the upgrade:

sudo pg_dropcluster 9.4 main --stop

jberkus

-- check for containment
-- i.e. index A contains index B
-- and both share the same first column
-- but they are NOT identical

WITH index_cols_ord as (
    SELECT attrelid, attnum, attname
    FROM pg_attribute
        JOIN pg_index ON indexrelid = attrelid
    WHERE indkey[0] > 0

amoose

require 'searchkick'

module SearchkickSyn
  def searchkick_index_options
    # fetch index options
    options = super

    # inject Synonym filter for default index and searchkick search
    options[:settings][:analysis][:analyzer][:default_index][:filter].push "synonym"
    options[:settings][:analysis][:analyzer][:searchkick_search][:filter].push "synonym"

grantland

NextBus API

http://www.nextbus.com/xmlFeedDocs/NextBusXMLFeed.pdf

Agency list

http://webservices.nextbus.com/service/publicXMLFeed?command=agencyList

Obtain a list of available transit agencies.