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@kohlmeier
kohlmeier / ka_bnet_pandas.py
Created March 26, 2012 22:32
Bayes net example (Pandas version)
#!/usr/bin/env python
from pandas import DataFrame, Series
import numpy as np
import math
import random
import copy
NaN_Flag = -1 # pandas uses np.nan, but that coerces ints to floats :(
@marktheunissen
marktheunissen / pedantically_commented_playbook.yml
Last active September 24, 2024 14:52 — forked from phred/pedantically_commented_playbook.yml
Insanely complete Ansible playbook, showing off all the options
This playbook has been removed as it is now very outdated.
@jkp
jkp / websocketserver.py
Created July 18, 2012 13:28
A simple WebSockets server with no dependencies
import struct
import SocketServer
from base64 import b64encode
from hashlib import sha1
from mimetools import Message
from StringIO import StringIO
class WebSocketsHandler(SocketServer.StreamRequestHandler):
magic = '258EAFA5-E914-47DA-95CA-C5AB0DC85B11'
@brandonb927
brandonb927 / osx-for-hackers.sh
Last active November 14, 2024 17:18
OSX for Hackers: Yosemite/El Capitan Edition. This script tries not to be *too* opinionated and any major changes to your system require a prompt. You've been warned.
#!/bin/sh
###
# SOME COMMANDS WILL NOT WORK ON macOS (Sierra or newer)
# For Sierra or newer, see https://github.com/mathiasbynens/dotfiles/blob/master/.macos
###
# Alot of these configs have been taken from the various places
# on the web, most from here
# https://github.com/mathiasbynens/dotfiles/blob/5b3c8418ed42d93af2e647dc9d122f25cc034871/.osx
@honnibal
honnibal / theano_mlp_small.py
Last active March 1, 2023 15:10
Stripped-down example of Multi-layer Perceptron MLP in Theano
"""A stripped-down MLP example, using Theano.
Based on the tutorial here: http://deeplearning.net/tutorial/mlp.html
This example trims away some complexities, and makes it easier to see how Theano works.
Design changes:
* Model compiled in a distinct function, so that symbolic variables are not in run-time scope.
* No classes. Network shown by chained function calls.
@5agado
5agado / Pandas and Seaborn.ipynb
Created February 20, 2017 13:33
Data Manipulation and Visualization with Pandas and Seaborn — A Practical Introduction
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@mvanga
mvanga / ecs-annotated.py
Last active October 5, 2023 15:32
A Python3 implementation of an entity-component-system in under 50 lines code.
import uuid
import json
# Returns a python dictionary given a file containing a JSON-based
# component definition. Every definition *must* contain a 'type'
# and 'schema' field inside a top-level dictionary. Here is an
# example of a simple schema file that defines a 'meta' component
# containing a 'name' field.
#