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scikit-learn is a free and open-source library for various classification, regression and clustering algorithms. It integrates with NumPy, SciPy and other Python libraries and has a long history of development and releases since 2007.
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A hardware random number generator (HRNG) is a device that generates random numbers from a physical process capable of producing entropy. Learn about the history, uses, and types of HRNGs, and how they differ from pseudorandom number generators (PRNGs).
Guido van Rossum is a Dutch programmer and the creator of the Python programming language. He has worked for various research institutes and companies, including Google and Microsoft, and received several awards for his contributions to free software and computer science.
Learn about the different types of bingo cards, how they evolved from a 15th-century Italian game, and how they are randomly generated. Find out how many numbers are on a bingo card and how many unique cards are possible.
Machine learning (ML) is a field of artificial intelligence that develops and studies algorithms that can learn from data and generalize to unseen data. ML has many applications in various fields, such as natural language processing, computer vision, and medicine, and is based on statistics, optimization, and neural networks.
Theano is a Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones. It supports CPU and GPU architectures and was developed by the Montreal Institute for Learning Algorithms (MILA) until 2017.
A randomized algorithm is an algorithm that employs a degree of randomness as part of its logic or procedure. The algorithm typically uses uniformly random bits as an auxiliary input to guide its behavior, in the hope of achieving good performance in the "average case" over all possible choices of random determined by the random bits; thus either the running time, or the output (or both) are ...