requirements_full.txt

# requirements.txt file for https://github.com/SMPyBandits/SMPyBandits
# List of Python modules required to run my simulations

# --- Fully required
numpy             # Required for numpy arrays and functions
scipy>0.9         # Required for scipy.stats functions (Beta, Poisson, Exponentiels) and scipy.optimize.minimize
matplotlib>=2     # Required for the plots in Environment/Evaluator*.py

# --- Optionnal, improve performance
ipython           # to launch the experiments with better debugging
joblib            # Required for parallel computing. Note: it only speeds up by an almost constant factor = nb of CPU cores. And the code works if joblib is not installed (just slower!).
numba             # Not required, but can help to speed up some functions
h5py              # There is support of h5py

# --- Better plots!
seaborn           # Required for bar plots, and better colors
tqdm              # Nice progress bars

# --- For the documentation
sphinx_rtd_theme  # better sphinx theme
recommonmark      # parser to read Markdown files
nbsphinx          # to include the notebooks as Sphinx pages
# sphinxcontrib.googleanalytics  # used for the documentation, but not pip installable...
# sphinxcontrib.autorun          # used for the documentation, but not pip installable...

# --- For only one policy...
scikit-learn      # for UnsupervisedLearning
scikit-optimize   # for BlackBoxOpt
# julia             # for UCBjulia
cython            # for UCBcython, adds module 'pyximport'

# --- For command line scripts
# docopt           # for server.py