ML links

• https://tangzhenyu.github.io/deep_learning/2015/01/09/fun-with-deep-learning.html

RNNs with Darknet

• Getting some calculated weights from several writers:

wget https://pjreddie.com/media/files/shakespeare.weights
wget https://pjreddie.com/media/files/kant.weights
wget https://pjreddie.com/media/files/shakespeare.weights
wget https://pjreddie.com/media/files/shakespeare.weights

• Generating new text

cd darknet
./darknet rnn generate cfg/rnn.cfg shakespeare.weights -srand 0

• Parameters:

-srand N -> N determines the random seed
-

• Training with other corpus of text
• Modify file cfg/rnn.train.cfg and set:

batch = 50

• Some online corpus of text:

George Meredith
http://www.gutenberg.org/ebooks/4500
Mark Twain
http://www.gutenberg.org/ebooks/3200
More
http://www.gutenberg.org/ebooks/search/?query=The+Complete+Works+of

• More info:
• https://pjreddie.com/darknet/rnns-in-darknet/

Tutorial generative models

• https://blog.openai.com/generative-models/

Nvidia Fake Celebrities Generation

• https://news.developer.nvidia.com/generating-photorealistic-fake-celebrities-with-artificial-intelligence/
• https://www.theverge.com/2017/10/30/16569402/ai-generate-fake-faces-celebs-nvidia-gan
• Nvidia paper
• https://research.nvidia.com/sites/default/files/pubs/2017-10_Progressive-Growing-of/karras2018iclr-paper.pdf
• Video explanation
• https://www.youtube.com/watch?v=VrgYtFhVGmg

RNN Story generator from Images

• https://github.com/ryankiros/neural-storyteller
• https://medium.com/@samim/generating-stories-about-images-d163ba41e4ed
• Problem with theano solved with
• https://askubuntu.com/questions/922309/not-able-to-install-python-dev-because-of-dependencies-on-ubuntu-16-04

• Seems you don't have an important repository in your sources.list enabled.
• Add this line:
• deb http://archive.ubuntu.com/ubuntu/ xenial-updates main universe multiverse
• to /etc/apt/sources.list, then use sudo apt update.
• it should do the trick.

http://www.nltk.org/install.html

Installing Caffe Ubuntu 16.04 https://chunml.github.io/ChunML.github.io/project/Installing-Caffe-Ubuntu/

For CUDA follow Docker internal guide

https://groups.google.com/forum/#!topic/caffe-users/3NHh06RhWd4

• sudo apt-get install python-protobuf