My name is Nikita. I am passionate about machine learning, deep learning and data science. This blog shares tutorials, competition solutions and findings from different projects. Check out my portfolio and other sections to see more of my work.
Pushing ML experiment tracking to the next level
Apr 30, 2021 · 11 min read
How to get channel-speicific mean and std in PyTorch
Mar 8, 2021 · 5 min read
Increasing batch size to overcome memory constraints
Feb 19, 2021 · 4 min read
Tutorial on using PyTorch/XLA 1.7 with TPUs
Oct 30, 2020 · 15 min read
Using the test sample to improve CNN performance
Aug 30, 2020 · 14 min read
Data Mining Cup 2020 solution with graident boosted trees
Jul 27, 2020 · 31 min read
Using CNNs to detect diabetic retinopathy in retina photos
Jul 11, 2020 · 36 min read
Tutorial on using the fairness R package
May 1, 2020 · 16 min read
