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Alexander Popkov's Projects

capsule-network-tensorflow icon capsule-network-tensorflow

The impending concept of capsule networks has finally arrived at arXiv. link to the publication -> https://arxiv.org/abs/1710.09829 . In this repository, I'll create an implementation using TensorFlow from scratch as an exercise.

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

evolintro icon evolintro

Lecture notes. Brief introduction to evolutionary theory

feast icon feast

Feature Store for Machine Learning

feathr icon feathr

Feathr – A scalable, unified data and AI engineering platform for enterprise

googlescraper icon googlescraper

A Python module to scrape several search engines (like Google, Yandex, Bing, Duckduckgo, Baidu and others) by using proxies (socks4/5, http proxy) and with many different IP's, including asynchronous networking support (very fast).

googliser icon googliser

a fast BASH downloader for multiple images sourced from Google Images

maskrcnn_tf2 icon maskrcnn_tf2

Mask R-CNN for object detection and instance segmentation with Keras and TensorFlow V2 and ONNX and TensorRT optimization support.

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