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Collection of algorithms covering various topics and demonstrating data science principles and techniques, developed while attending the Foundations of Data Science course at RWTH Aachen University.
Implementation of Count-Min Sketch using Pyhon. Count-Min Sketch (CMS) is a probabilistic data structure that serves as a frequency table of events in a stream of data.
Python library implementing a subset of streaming algorithms. Includes variations of these algorithms (e.g. adversarially robust), as well as support for multiple data types.