/udacity-deep-learning

Assignments for Udacity Deep Learning class with python

Primary LanguagePython

Udacity Deep Learning Assignments

  • Assignments for udacity deep learning class.
  • Do it yourself, Compare it with your colleague.
  • I like OpenCV better than matplotlib.
  • I prefer using '.py' to '.ipynb'.

Notice

  • People who are familar with python (like me), There are .py files instead of .ipynb in each folder

Converted with below comman line

jupyter nbconvert --to python *.ipynb

Assignment Progress

Assignment # of Problems Done Valid Accuracy Test Accuracy
1_notmnist 6 6 75.9% 84.0%
2_fullyconnected 1 1 79.5% 87.0%
3_regularization 4 4 90.9% 96.3%
4_convolutions 2 2 88.8% 95.0%
5_word2vec 1
6_lstm 3

Version

  • Tensorflow '0.11.0rc0'
  • OpenCV '2.4.8'

Version check with below python code

import tensorflow as tf
print(tf.__version__)
import cv2
print(cv2.__version__)