HPC with TensorFlow
=======================

TensorFlow is a high performance computing library that is mainly
used for Machine Learning on large datasets.

It also serves as the backend of zfit as it allows to
speedup and parallelize computations through different
techniques.

This tutorials cover TensorFlow as a computing engine.

HPC in Python
+++++++++++++++++++++++++++++++++++++++++++


Introduction to TensorFlow from a HPC perspective with explanations of the graph and comparison
to other frameworks such as Numpy and Numba.


.. toctree::
    :maxdepth: 2

    HPC_with_TensorFlow.ipynb

Statistics with TensorFlow
++++++++++++++++++++++++++++


Introduces TensorFlow Probability, a framework to do probabilistic reasoning in TensorFlow

.. toctree::
    :maxdepth: 2

    01 - TensorFlow-Probability.ipynb