crawles

# vim mode
# also need to edit .inputrc
set -o vi
bind '"kj":vi-movement-mode'

alias rm=rmtrash

export CLICOLOR=1
export LSCOLORS=GxFxCxDxBxegedabagaced

karpathy

""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym

# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward

nirum

import os
from moviepy.editor import ImageSequenceClip


def gif(filename, array, fps=10, scale=1.0):
    """Creates a gif given a stack of images using moviepy

    Notes
    -----
    works with current Github version of moviepy (not the pip version)

evenv

# A simple cheat sheet of Spark Dataframe syntax
# Current for Spark 1.6.1

# import statements
from pyspark.sql import SQLContext
from pyspark.sql.types import *
from pyspark.sql.functions import *

#creating dataframes
df = sqlContext.createDataFrame([(1, 4), (2, 5), (3, 6)], ["A", "B"]) # from manual data

EthanRosenthal

from numpy.linalg import solve

class ExplicitMF():
    def __init__(self, 
                 ratings, 
                 n_factors=40, 
                 item_reg=0.0, 
                 user_reg=0.0,
                 verbose=False):
        """

bbertka

# Implements Create, Debug, and Delete Lattice Instance usable from within a Python app
#
import os, jsonr
import requests

# Note these are only a few variables, closer inspection of this Gist will show that there is alot of possibility here based on your app container.

# needed to make requests
auth_header = {'Authorization':'Basic YmJlcnRrYTprYXJtYTE5NzY='}

karpathy

"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np

# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)

dergachev

OS X Screencast to animated GIF

This gist shows how to create a GIF screencast using only free OS X tools: QuickTime, ffmpeg, and gifsicle.

Instructions

To capture the video (filesize: 19MB), using the free "QuickTime Player" application: