lukemarsden

from twisted.web.iweb import IBodyProducer
from twisted.internet import defer
from twisted.web.client import Agent
from twisted.web.http_headers import Headers
import urllib

class StringProducer(object):
    implements(IBodyProducer)

    def __init__(self, body):

amueller

import numpy as np
import warnings

from itertools import cycle, izip

from sklearn.utils import gen_even_slices
from sklearn.utils import shuffle
from sklearn.base import BaseEstimator
from sklearn.base import ClassifierMixin
from sklearn.preprocessing import LabelBinarizer

creativeaura

import os
import posixpath
import urllib
import BaseHTTPServer
from SimpleHTTPServer import SimpleHTTPRequestHandler

# modify this to add additional routes
ROUTES = (
    # [url_prefix ,  directory_path]
    ['/media', '/var/www/media'],

mrrooijen

require "open3"

def run(cmd)
  Open3.popen3(cmd) do |stdin, stdout, stderr, wait_thr|
    return {
      pid: wait_thr.pid,
      exit_status: wait_thr.value.to_i,
      stdout: stdout.read,
      stderr: stderr.read
    }

imesh

#!/bin/bash
# -----------------------------------------------------------------
#  Licensed to the Apache Software Foundation (ASF) under one
#  or more contributor license agreements.  See the NOTICE file
#  distributed with this work for additional information
#  regarding copyright ownership.  The ASF licenses this file
#  to you 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
#

debasishg

1. Feature Learning

• Learning Feature Representations with K-means by Adam Coates and Andrew Y. Ng
• The devil is in the details: an evaluation of recent feature encoding methods by Chatfield et. al.
• Emergence of Object-Selective Features in Unsupervised Feature Learning by Coates, Ng
• Scaling Learning Algorithms towards AI Benjio & LeCun
• A Theory of Feature Learning by Brendan van Rooyen, Robert C. Williamson

2. Deep Learning

• Dropout: A Simple Way to Prevent Neural Networks from Overfitting by Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever and Ruslan Salakhutdinov
• [Understanding

rozifus

# useful for running ssl server on localhost
# which in turn is useful for working with WebSocket Secure (wss)

# copied from http://www.piware.de/2011/01/creating-an-https-server-in-python/

benkulbertis

#!/bin/bash

# CHANGE THESE
auth_email="user@example.com"
auth_key="c2547eb745079dac9320b638f5e225cf483cc5cfdda41" # found in cloudflare account settings
zone_name="example.com"
record_name="www.example.com"

# MAYBE CHANGE THESE
ip=$(curl -s http://ipv4.icanhazip.com)

volkancakil

#!/bin/bash
# instGlobal.sh
 
echo "instGlobal.sh ...."
 
echo "install package for GNU global..."
sudo apt-get update
sudo apt-get -y install curl
sudo apt-get -y install wget
sudo apt-get -y install ncurses-dev

tmkasun

#! /usr/bin/env bash
# HOW TO USE: Put this file inside the directory where you would like to extract and run the product-APIM build file (.zip file)
# Change the below path variables accordingly *** NOTE: No trailing `/` slashes has been used
# This will only work with APIM 3.0.0 latest version with Carbon 4.x kernel. Addition to coping and unziping the pack,
# This script will only create symbolic links to the carbon-apimgt repository files.
source_path="/Users/tmkasun/Documents/wso2/dev/products/apim/carbon-apimgt-forked/features/apimgt"
product_apimgt_path="/Users/tmkasun/Documents/wso2/dev/products/apim/product-apim-forked"
pack_name="wso2am-3.0.0-SNAPSHOT"

action=$1