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Vadym Serpak's Projects

spearmint icon spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

the-incredible-pytorch icon the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

thinkbayes icon thinkbayes

Jupyter Notebooks derived from Allen Downey's book Think Bayes.

thinkbayes2 icon thinkbayes2

Text and code for the second edition of Think Bayes, by Allen Downey.

thinkdsp icon thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

thinkpython2 icon thinkpython2

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tobit icon tobit

Simple Tobit regression in python

udacity-deep-learning icon udacity-deep-learning

Assignments for Udacity Deep Learning class with TensorFlow in PURE Python, not IPython Notebook

unfolding icon unfolding

A library to create interactive maps and geovisualizations in Processing and Java

vwnlp icon vwnlp

Solving NLP problems with Vowpal Wabbit: Tutorial and more

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