Paul Hendricks paulhendricks

## hmm.py
import numpy as np
import pymc
import pdb

def unconditionalProbability(Ptrans):
   """Compute the unconditional probability for the states of a
   Markov chain."""

   m = Ptrans.shape[0]

## fuzzex.py
#!/usr/bin/env python
# Copyright (C) 2010, Scott W. Dunlop <swdunlop at gmail.com>
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
#   * Redistributions of source code must retain the above copyright
#     notice, this list of conditions and the following disclaimer.
#   * Redistributions in binary form must reproduce the above copyright
#     notice, this list of conditions and the following disclaimer in the

## gist:1750368
<!DOCTYPE html>
<html lang="en">
    <head>
        <meta http-equiv="Content-type" content="text/html; charset=utf-8" />
        <title>Stripe Sample Form</title>

        <script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.6.2/jquery.min.js"></script>
        <script type="text/javascript" src="https://ajax.aspnetcdn.com/ajax/jquery.validate/1.8.1/jquery.validate.min.js"></script>
        <script type="text/javascript" src="https://js.stripe.com/v1/"></script>
        <script type="text/javascript">

## fuck-you-mysql-you-fucking-fuck-of-a-fuckstick.txt
Mirrored from http://flooble.net/~pete/fuck-you-mysql-you-fucking-fuck-of-a-fuckstick.txt

mysql> create table fuckyou ( id integer primary key auto_increment, name varchar(20) not null );
Query OK, 0 rows affected (0.00 sec)

mysql> insert into fuckyou (name) values (null);
ERROR 1048 (23000): Column 'name' cannot be null
mysql> insert into fuckyou (name) values ('pete');
Query OK, 1 row affected (0.00 sec)

## roll_ipython_in_aws.md

      
              1 file
            
          
              76 forks
            
          
              43 comments
            
          
              236 stars
            
          
                iamatypeofwalrus
                / roll_ipython_in_aws.md
            
            
              Last active
              January 22, 2024 11:18
            
              
                Create an iPython HTML Notebook on Amazon's AWS Free Tier from scratch.
              
          
    What

Roll your own iPython Notebook server with Amazon Web Services (EC2) using their Free Tier.
What are we using? What do you need?


An active AWS account. First time sign-ups are eligible for the free tier for a year
One Micro Tier EC2 Instance
With AWS we will use the stock Ubuntu Server AMI and customize it.
Anaconda for Python.
Coffee/Beer/Time


## backendDevelopmentBookmarks.md

      
              1 file
            
          
              237 forks
            
          
              12 comments
            
          
              992 stars
            
          
                dypsilon
                / backendDevelopmentBookmarks.md
            
            
              Last active
              April 28, 2024 08:50
            
              
                Backend Engineering Bookmarks
              
          
    Backend Development


node.js

Installation paths: use one of these techniques to install node and npm without having to sudo.
Node.js HOWTO: Install Node+NPM as user (not root) under Unix OSes
Felix's Node.js Guide
Creating a REST API using Node.js, Express, and MongoDB
Node Cellar Sample Application with Backbone.js, Twitter Bootstrap, Node.js, Express, and MongoDB
JavaScript Event Loop


Node.js for PHP programmers


## RPi-Dashing-howto.md

      
              1 file
            
          
              5 forks
            
          
              12 comments
            
          
              56 stars
            
          
                stonehippo
                / RPi-Dashing-howto.md
            
            
              Last active
              October 6, 2021 13:52
            
              
                Setting up a Raspberry Pi as a dashboard server with Dashing
              
          
    Setting up a Raspberry Pi as a dashboard server with Dashing

Why the heck did I do this?

I wanted to set up one of my Raspberry Pi's as a data dashboard, pushing sensor data to a web interface that's easy to digest. I decided to use Shopify's Dashing framework. Dashing is based on Sinatra, and is pretty lightweight.
Dashing does require Ruby 1.9.3 to run. In addition, it makes use of the execjs gem, which needs to have a working Javascript interpreter available. Originally, I tried to get therubyracer working, but decided to switch over to Node.js when I ran into roadblocks compiling V8.
One warning: The RPi is a very slow system compared with modern multi-core x86-style systems. It's pretty robust, but compiling all this complex software taxes the system quite a bit. Expect that it's going to take at least half a day to get everything going.

  
## bobp-python.md

      
              1 file
            
          
              569 forks
            
          
              132 comments
            
          
              3227 stars
            
          
                sloria
                / bobp-python.md
            
            
              Last active
              May 1, 2024 08:37
            
              
                A "Best of the Best Practices" (BOBP) guide to developing in Python.
              
          
    The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.
In General

Values


"Build tools for others that you want to be built for you." - Kenneth Reitz
"Simplicity is alway better than functionality." - Pieter Hintjens


## The Technical Interview Cheat Sheet.md

      
              1 file
            
          
              3401 forks
            
          
              904 comments
            
          
              8424 stars
            
          
                tsiege
                / The Technical Interview Cheat Sheet.md
            
            
              Last active
              May 6, 2024 02:17
            
              
                This is my technical interview cheat sheet. Feel free to fork it or do whatever you want with it. PLEASE let me know if there are any errors or if anything crucial is missing. I will add more links soon.
              
          
    ANNOUNCEMENT

I have moved this over to the Tech Interview Cheat Sheet Repo and has been expanded and even has code challenges you can run and practice against!


\

  
## gist:b4df1648d3f1776abdff

      
              1 file
            
          
              15 forks
            
          
              0 comments
            
          
              62 stars
            
          
                debasishg
                / gist:b4df1648d3f1776abdff
            
            
              Last active
              January 20, 2021 12:15
            
              
                another attempt to organize my ML readings ..
              
          
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


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
	import numpy as np
	import pymc
	import pdb

	def unconditionalProbability(Ptrans):
	"""Compute the unconditional probability for the states of a
	Markov chain."""

	m = Ptrans.shape[0]
	#!/usr/bin/env python
	# Copyright (C) 2010, Scott W. Dunlop <swdunlop at gmail.com>
	#
	# Redistribution and use in source and binary forms, with or without
	# modification, are permitted provided that the following conditions are met:
	#
	# * Redistributions of source code must retain the above copyright
	# notice, this list of conditions and the following disclaimer.
	# * Redistributions in binary form must reproduce the above copyright
	# notice, this list of conditions and the following disclaimer in the
	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta http-equiv="Content-type" content="text/html; charset=utf-8" />
	<title>Stripe Sample Form</title>

	<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.6.2/jquery.min.js"></script>
	<script type="text/javascript" src="https://ajax.aspnetcdn.com/ajax/jquery.validate/1.8.1/jquery.validate.min.js"></script>
	<script type="text/javascript" src="https://js.stripe.com/v1/"></script>
	<script type="text/javascript">
	Mirrored from http://flooble.net/~pete/fuck-you-mysql-you-fucking-fuck-of-a-fuckstick.txt

	mysql> create table fuckyou ( id integer primary key auto_increment, name varchar(20) not null );
	Query OK, 0 rows affected (0.00 sec)

	mysql> insert into fuckyou (name) values (null);
	ERROR 1048 (23000): Column 'name' cannot be null
	mysql> insert into fuckyou (name) values ('pete');
	Query OK, 1 row affected (0.00 sec)