mlgill

<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.1.1/jquery.min.js">
</script>
<script>
$(document).ready(function(){
  var all_cells = $("div.cell");
  $.each(all_cells, function( index, value ) {
    if ($(value).find("h1").length == 0){
      $(value).hide()
    } else{
      var bare_h1 = $(value).find("h1").text()

mlgill

class AMSgrad(Optimizer):
    """AMSGrad optimizer.

    Default parameters follow those provided in the Adam paper.

    # Arguments
        lr: float >= 0. Learning rate.
        beta_1: float, 0 < beta < 1. Generally close to 1.
        beta_2: float, 0 < beta < 1. Generally close to 1.
        epsilon: float >= 0. Fuzz factor.

mlgill

#! /usr/bin/env python

"""
Solve linear system using LU decomposition and Gaussian elimination
"""

import numpy as np
from scipy.linalg import lu, inv

def gausselim(A,B):

mlgill

var utils = require('utils'),
    fs = require('fs'), tweet_account_name,
    nbLinks, outputfilename,
    header = "Tweet,Timestamp",
    stream, css, count = 0, images,
    casper = require('casper').create({
        viewportSize: {
            width: 480,
            height: 360
        },

mlgill

# taken from http://www.piware.de/2011/01/creating-an-https-server-in-python/
# generate server.xml with the following command:
#    openssl req -new -x509 -keyout server.pem -out server.pem -days 365 -nodes
# run as follows:
#    python simple-https-server.py
# then in your browser, visit:
#    https://localhost:4443

import BaseHTTPServer, SimpleHTTPServer
import ssl

mlgill

#!/usr/bin/env python
"""
Starts a Tornado static file server in a given directory.
To start the server in the current directory:

    tserv .

Then go to http://localhost:8000 to browse the directory.

Use the --prefix option to add a prefix to the served URL,

mlgill

import multiprocessing
import pandas as pd
import numpy as np

def _apply_df(args):
    df, func, kwargs = args
    return df.apply(func, **kwargs)

def apply_by_multiprocessing(df, func, **kwargs):
    workers = kwargs.pop('workers')

mlgill

mlgill

import re, hashlib, uuid, json, random, os, urllib2, os.path, time, sys, SimpleHTTPServer, SocketServer, string, console, webbrowser, shutil, zipfile

class SmarterHTTPRequestHandler(SimpleHTTPServer.SimpleHTTPRequestHandler):
    server_version = 'SimpleHTTP/0.6'
    file_name   = ''
    def do_GET(self):
        if self.path.startswith('/transfer'):
            self.get_transfer()
        else:
            f = self.send_head()

mlgill

#!/bin/sh

# Alot of these configs have been taken from the various places
# on the web, most from here
# https://github.com/mathiasbynens/dotfiles/blob/master/.osx

# Set the colours you can use
black='\033[0;30m'
white='\033[0;37m'
red='\033[0;31m'