Oren Matar
A senior data scientist with interest in Bayesian methods, novel NN architectures and run-time optimization tricks in python. Specializing in time series forecasting particularly in the field of supply chain forecasting.
Sessions
05-02
10:00
25min
Beyond Time Complexity – NumPy, Pandas and vanilla python optimization tricks you must try
Oren Matar
Beyond basic algorithmic considerations when writing our code, you would be surprised how easy it is to get more than 100X increase in efficiency with less than 30 minutes of work without even improving the time complexity.
General
General Track 1
05-03
14:30
25min
Opening the black box – an interpretable neural network architecture
Oren Matar
Neural networks don’t have to be black boxes, if you use creative designs and match the architecture to your specific needs, you can create a network as interpretable as linear regression, but without its linear constraints.
PyData
PyData Track 1