Peratham Wiriyathammabhum Peratham

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

If you prefer to watch video tutorials with live-coding, then check out this series I recorded with the same contents as in this article: Egghead.io - Introduction to Reactive Programming.

Note on how to install caffe on Ubuntu. Sucessfully install using CPU, more information for GPU see this link

###Installation

lspci | grep -i nvidia

##Sequence to Sequence -- Video to Text

Download Model: S2VT_VGG_RGB_MODEL (333MB)

	import os
	import numpy as np
	from matplotlib import pyplot as plt
	from time import time

	from foxhound import activations
	from foxhound import updates
	from foxhound import inits
	from foxhound.theano_utils import floatX, sharedX

	# Note – this is not a bash script (some of the steps require reboot)
	# I named it .sh just so Github does correct syntax highlighting.
	#
	# This is also available as an AMI in us-east-1 (virginia): ami-cf5028a5
	#
	# The CUDA part is mostly based on this excellent blog post:
	# http://tleyden.github.io/blog/2014/10/25/cuda-6-dot-5-on-aws-gpu-instance-running-ubuntu-14-dot-04/

	# Install various packages
	sudo apt-get update


	import tensorflow as tf
	import numpy as np

	FC_SIZE = 1024
	DTYPE = tf.float32


	def _weight_variable(name, shape):
	return tf.get_variable(name, shape, DTYPE, tf.truncated_normal_initializer(stddev=0.1))