Towards Data Science articles

Links to my Towards Data Science articles. Articles are copyrighted, code from Github Gists is published under MIT licence (see LICENCE.md file). Gists are linked in the articles, they can be also found at my Github Gists page.

Articles:

• Understanding Detectron2 demo
• Getting started with COCO dataset
• k nearest neighbors computational complexity
• Make kNN 300 times faster than Scikit-learn's in 20 lines!
• Why gradient descent and normal equations are BAD for linear regression
• K-means 8x faster, 27x lower error than Scikit-learn's in 25 lines
• Plotting decision trees in-memory
• Robust face detection with MTCNN