Table of Contents
|
https://cloud.google.com/blog/big-data/2017/01/learn-tensorflow-and-deep-learning-without-a-phd
https://github.com/aymericdamien/TensorFlow-Examples
https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/
https://ujjwalkarn.me/2016/05/30/a-curated-list-of-python-tutorials-for-data-science-nlp-and-machine-learning/
http://www.kdnuggets.com/2016/10/5-free-ebooks-machine-learning-career.html
LSTM
http://deeplearning.net/tutorial/lstm.html
sites:
http://playground.tensorflow.org/
https://news.ycombinator.com/item?id=11483934
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/learn/python/learn/datasets/mnist.py
https://www.tensorflow.org/versions/r1.0/get_started/os_setup
$ export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.0.0rc0-cp27-none-linux_x86_64.whl
$ sudo pip install --upgrade $TF_BINARY_URL
tutorial & books
http://neuralnetworksanddeeplearning.com/index.html
http://www.deeplearningbook.org/
http://natureofcode.com/book/chapter-10-neural-networks/
https://www.coursera.org/learn/machine-learning
https://www.udacity.com/course/deep-learning--ud730
https://github.com/aymericdamien/TensorFlow-Examples/tree/master
https://people.cs.pitt.edu/~milos/courses/cs2750-Spring03/lectures/class6.pdf