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Anaconda

Tested on a recent Ubuntu installation.

Most of the book runs on python 3.4, with scikit-learn, Jupyter notebook, pandas, and their dependencies. A simple setup using Anaconda looks like this:

  1. conda create -n LDMbook python=3.4
  2. source activate LDMbook
  3. conda install scikit-learn
  4. conda install jupyter
  5. conda install pandas
  6. conda install nltk
  7. python -m nltk.downloader (then choose "book" and click "Download")
  8. conda install matplotlib
  9. conda install networkx

Chapter 11

You'll need Theano, which you can get via:

pip install --upgrade theano

Do not use Anaconda to install, as the version is too old for Lasagne.

Then install Lasagne. First clone the repo with:

git clone https://github.com/Lasagne/Lasagne.git

Then, cd Lasagne to enter the directory and build with:

python3 setup.py install

Note that you should still have your source activated to do this!

Then, install nolearn from its git repo with:

pip install git+https://github.com/dnouri/nolearn.git@master#egg=nolearn==0.7.git