Suriyadeepan Ramamoorthy suriyadeepan

## chatbot_1024_3layer_seq2seq.py
'''

########
# holy crap i'm excited about the results..
#   i've been stuggling with this for a long time! :)
########

q : [they let me in the club im bouta pho it up]; a : [you dont even know what to do]
q : [manhattan ny congrats to unk and fellow jason  leads unk seed in]; a : [thanks for the retweet ]
q : [making eye contact with  may or may not be alive pls send help]; a : [is there on the field]

## cornell_corpus_results.py

'''
[1]

q : [will you unk your father and your queen]; a : [what about you]
q : [no doctor]; a : [but i dont know what it is]
q : [never heard from him again]; a : [not yet i dont know what he was talking about]
q : [you said something unk laying him to rest]; a : [we dont know what he was talking about]
q : [youre youre not doing what i think youre doing]; a : [im going to see you]
q : [well why didnt you list that among our assets in the first place what i wouldnt give for a unk cloak]; a : [but i dont think so]

## ga_naive.py
import numpy as np
import random
import sys

goal = 'All work and no play makes Jack a dull boy.'
idx2c = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz1234567890,. '
c2idx = { c : i for i,c in enumerate(idx2c) }

def encode(seq):
    return np.array([c2idx[c] for c in seq ])

## sms_char_modeling_results.txt

ஆ- 08/Moarter FLAT 30.330+20.
BUYB Talkse the Special TVCK & 24. in 110MB 35038.Fuald date incoming,

(Tollfree). Buy lowes.
Hi Call smy Limited so exttazi Gl Tin Coin- without fares starta kain of our 1

" Extra 25% atu.Get Lenses !!
Fly Sm, Preper muth the peditial Offer! Ge- 700+30% off, Vhop: Dede  77

## class_demo.py
# all classes are sub-classes/children of the ultimate parent class -> object (i think)
class Rectangle(object):

  # the constructor
  def __init__(self, length, breadth):
    # class's properties
    self.length = length
    self.breadth = breadth

  def area(self):

## rnn_hallucinations.c
ixeof(mtd->pm, thdata->dst->hys_otg_dpage);
	}
	return ret;
}
void __u64 rv,
	.str = 64;
	}
	list_mask |= ABLT_ATDR_PHY_SP5R,
		[USB504X_MAAT1_B5,
			\

## loop_inside_func.py
def my_func(n):
  for i in range(n):
    print(i)

if __name__ == '__main__':
  # call function here
  my_func(10)

## linear_reg.py
import numpy as np
import tensorflow as tf

from matplotlib import pyplot as plt

'''

    N training examples (X,Y)
    Y = f(X)
    Y = f(X; theta)

## classify_max_num.py
import tensorflow as tf
import numpy as np

'''
Classification

X - [ 0.2, 0.1, 0.6 ]
Y - 2 (argmax X)

'''

## circle-packing.html
<script src="//cdnjs.cloudflare.com/ajax/libs/p5.js/0.5.6/p5.js"></script>
<script src="sketch.js"></script>
<script src="circle.js"></script>
	'''

	########
	# holy crap i'm excited about the results..
	# i've been stuggling with this for a long time! :)
	########

	q : [they let me in the club im bouta pho it up]; a : [you dont even know what to do]
	q : [manhattan ny congrats to unk and fellow jason leads unk seed in]; a : [thanks for the retweet ]
	q : [making eye contact with may or may not be alive pls send help]; a : [is there on the field]

	'''
	[1]

	q : [will you unk your father and your queen]; a : [what about you]
	q : [no doctor]; a : [but i dont know what it is]
	q : [never heard from him again]; a : [not yet i dont know what he was talking about]
	q : [you said something unk laying him to rest]; a : [we dont know what he was talking about]
	q : [youre youre not doing what i think youre doing]; a : [im going to see you]
	q : [well why didnt you list that among our assets in the first place what i wouldnt give for a unk cloak]; a : [but i dont think so]
	import numpy as np
	import random
	import sys

	goal = 'All work and no play makes Jack a dull boy.'
	idx2c = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz1234567890,. '
	c2idx = { c : i for i,c in enumerate(idx2c) }

	def encode(seq):
	return np.array([c2idx[c] for c in seq ])

	ஆ- 08/Moarter FLAT 30.330+20.
	BUYB Talkse the Special TVCK & 24. in 110MB 35038.Fuald date incoming,

	(Tollfree). Buy lowes.
	Hi Call smy Limited so exttazi Gl Tin Coin- without fares starta kain of our 1

	" Extra 25% atu.Get Lenses !!
	Fly Sm, Preper muth the peditial Offer! Ge- 700+30% off, Vhop: Dede 77
	# all classes are sub-classes/children of the ultimate parent class -> object (i think)
	class Rectangle(object):

	# the constructor
	def __init__(self, length, breadth):
	# class's properties
	self.length = length
	self.breadth = breadth

	def area(self):
	ixeof(mtd->pm, thdata->dst->hys_otg_dpage);
	}
	return ret;
	}
	void __u64 rv,
	.str = 64;
	}
	list_mask \|= ABLT_ATDR_PHY_SP5R,
	[USB504X_MAAT1_B5,
	\
	def my_func(n):
	for i in range(n):
	print(i)

	if __name__ == '__main__':
	# call function here
	my_func(10)
	import numpy as np
	import tensorflow as tf

	from matplotlib import pyplot as plt

	'''

	N training examples (X,Y)
	Y = f(X)
	Y = f(X; theta)
	import tensorflow as tf
	import numpy as np

	'''
	Classification

	X - [ 0.2, 0.1, 0.6 ]
	Y - 2 (argmax X)

	'''
	<script src="//cdnjs.cloudflare.com/ajax/libs/p5.js/0.5.6/p5.js"></script>
	<script src="sketch.js"></script>
	<script src="circle.js"></script>