Dat Huynh DatHuynh

## video_stabilize.py
#!/usr/bin/env python

""" Video stabilization with OpenCV (>=2.3) and Hugin

Adrien Gaidon
INRIA - 2012

TODO: add cropping, clean-up and improve doc-strings
"""

## data.csv

          
            Num Floors
            R Total Rms
            Avg. Av Total

            
              3
              22
              670400

            
              3
              21
              568000

            
              3
              20
              523700

            
              3
              19
              483800

            
              3
              18
              538885.714285714

            
              2
              18
              609700

            
              3
              17
              497461.111111111

            
              2
              17
              491800

            
              3
              16
              413650

## iris.csv

          
            sep_len
            sep_wid
            pet_len
            pet_wid
            class

            
              5.1
              3.5
              1.4
              0.2
              Iris-setosa

            
              4.9
              3.0
              1.4
              0.2
              Iris-setosa

            
              4.7
              3.2
              1.3
              0.2
              Iris-setosa

            
              4.6
              3.1
              1.5
              0.2
              Iris-setosa

            
              5.0
              3.6
              1.4
              0.2
              Iris-setosa

            
              5.4
              3.9
              1.7
              0.4
              Iris-setosa

            
              4.6
              3.4
              1.4
              0.3
              Iris-setosa

            
              5.0
              3.4
              1.5
              0.2
              Iris-setosa

            
              4.4
              2.9
              1.4
              0.2
              Iris-setosa

## seq2seq.py
import numpy as np
import tensorflow as tf
from tensorflow.python.layers import core as layers_core

hparams = tf.contrib.training.HParams(
    batch_size=3,
    encoder_length=4,
    decoder_length=5,
    num_units=6,
    src_vocab_size=7,
	#!/usr/bin/env python

	""" Video stabilization with OpenCV (>=2.3) and Hugin

	Adrien Gaidon
	INRIA - 2012

	TODO: add cropping, clean-up and improve doc-strings
	"""
Num Floors	R Total Rms	Avg. Av Total
3	22	670400
3	21	568000
3	20	523700
3	19	483800
3	18	538885.714285714
2	18	609700
3	17	497461.111111111
2	17	491800
3	16	413650
sep_len	sep_wid	pet_len	pet_wid	class
5.1	3.5	1.4	0.2	Iris-setosa
4.9	3.0	1.4	0.2	Iris-setosa
4.7	3.2	1.3	0.2	Iris-setosa
4.6	3.1	1.5	0.2	Iris-setosa
5.0	3.6	1.4	0.2	Iris-setosa
5.4	3.9	1.7	0.4	Iris-setosa
4.6	3.4	1.4	0.3	Iris-setosa
5.0	3.4	1.5	0.2	Iris-setosa
4.4	2.9	1.4	0.2	Iris-setosa
	import numpy as np
	import tensorflow as tf
	from tensorflow.python.layers import core as layers_core

	hparams = tf.contrib.training.HParams(
	batch_size=3,
	encoder_length=4,
	decoder_length=5,
	num_units=6,
	src_vocab_size=7,