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Konstantin Golyaev's Projects

cv icon cv

My CV built using RMarkdown and the pagedown package.

fast_sample icon fast_sample

A script for rapidly sampling a proportion of lines from a file

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

industry-machine-learning icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

kgutils icon kgutils

Configuration files for various software packages, such as Emacs, Zsh, Python, etc.

microsoftwork icon microsoftwork

Random collection of work-related scripts for my job at Microsoft

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pmdplyr icon pmdplyr

Panel Maneuvers in dplyr: An R package for cleaning and manipulating panel and hierarchical data

pscondaenvs icon pscondaenvs

Drop in replacement scripts that replicate Conda's activate/deactivate commands in Powershell.

pycleandata icon pycleandata

Scripts to scrub data in pandas Data Frames before feeding them into machine learning models

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

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