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ATTENTION PLEASE

This gist has been moved to https://github.com/offchan42/machine-learning-curriculum

Please see that repository instead because you can make pull requests there and later updates will be pushed there too.

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Machine Learning Curriculum

GIT - COMMAND LINE

Very useful lnks

LINUX - COMMAND LINE

TO COUNT NUMBER OF LINES AND STRING LENGTH

wc -l <filename>  # lines
wc -c 'string'  #length of the string
sed '<lne_number>q;d' <filename> | wc -c  # length of the output string

TO READ A SPECIFIC ROW IN A FILE

ser 'q;d'

Deploying a subfolder to GitHub Pages

Sometimes you want to have a subdirectory on the master branch be the root directory of a repository’s gh-pages branch. This is useful for things like sites developed with Yeoman, or if you have a Jekyll site contained in the master branch alongside the rest of your code.

For the sake of this example, let’s pretend the subfolder containing your site is named dist.

Step 1

Remove the dist directory from the project’s .gitignore file (it’s ignored by default by Yeoman).

	"""Simple example on how to log scalars and images to tensorboard without tensor ops.

	License: BSD License 2.0
	"""
	__author__ = "Michael Gygli"

	import tensorflow as tf
	from StringIO import StringIO
	import matplotlib.pyplot as plt
	import numpy as np

	""" 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

	ALL
	All messages in the mailbox; the default initial key for
	ANDing.

	ANSWERED
	Messages with the \Answered flag set.

	BCC
	Messages that contain the specified string in the envelope
	structure's BCC field.

	[
	{ "keys": ["alt+m"], "command": "markdown_preview", "args": {"target": "browser", "parser":"markdown"} }
	]