probabilistic_programming

A collection of jupyter notebooks to solve numerical problems with probability

All notebooks mentioned need PyMC3 and Theano Environment Installation to follow --

Built on top of Domino Analytics Distribution Py3.6 - quay.io/domino/base:DED_py3.6_R3.4_23052018

Tensorflow

RUN pip install tensorflow-gpu==1.4.1
RUN pip install --upgrade https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.4.0rc1-cp36-cp36m-linux_x86_64.whl

PyMC3

RUN pip install pymc3
RUN pip install py4j==0.10.7
RUN pip install numpy==1.14
RUN pip install arviz
RUN pip install dtreeviz
RUN pip install pydotplus
RUN pip install graphviz==0.9.0