Astghik Manvelyan's repositories

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

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categorical-encoding

A library of sklearn compatible categorical variable encoders

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Notes

Notes from different sources such as Harvard CS109 course, Springboard's Data Science Interview questions, Elements of Programming Interview book, etc.

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ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

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