Halyna OliinykinTowards Data ScienceDebugging your tensorflow code right (without so many painful mistakes)When it comes to discussing writing code on tensorflow, it’s always about comparing it to PyTorch, talking about how complex the framework…Feb 9, 20191Feb 9, 20191
Halyna OliinykinTowards Data Science7 lessons I’ve learned from building up a MySQL data processing system from scratch (with Python)The first thing I need to say before writing this short post is that I don’t claim myself to be a good data scientist or machine learning…Aug 20, 20181Aug 20, 20181
Halyna OliinykinTowards Data ScienceWhy and how to get rid of the curse of dimensionality right (with breast cancer dataset…The topic for this article has been floating in my thoughts for quite a long period of time, but as my blog activity shows to us, I…Mar 20, 20182Mar 20, 20182
Halyna OliinykinTowards Data ScienceIntro to PCFGs, left-most derivations, Chomsky NF, CKY algorithm and many other scary words…The idea to write this article was very spontaneous as long as the main field I’m working on now is named entity recognition and advanced…Dec 24, 20172Dec 24, 20172
Halyna OliinykinTowards Data ScienceHierarchical softmax and negative sampling: short notes worth tellingThanks to unexpected and very pleasant attention the audience has paid to my last (and the only) post here dedicated to word embeddings…Dec 11, 20173Dec 11, 20173
Halyna OliinykinTowards Data ScienceWord embeddings: exploration, explanation, and exploitation (with code in Python)Word embeddings discussion is the topic being talked about by every natural language processing scientist for many-many years, so don’t…Dec 3, 20177Dec 3, 20177
