The belief propagation (BP) algorithm is a widely adopted iterative decoding method for Luby transform (LT) codes. However, the conventional log-likelihood ratio BP (LLR-BP) decoder exhibits inherent ...

Discover how Python in Excel transforms data analysis with advanced features. Is it worth the hype? Find out if it’s right for your workflow.

In the processing of biphase-coded signals, if the moment of ADC sampling coincides with the transition edge of the code inversion, it can result in the loss of peak information. This loss leads to a ...

Understand how the Adagrad optimizer works and build it from scratch in Python—step-by-step and beginner-friendly.

Learn how the Adadelta optimization algorithm really works by coding it from the ground up in Python. Perfect for ML enthusiasts who want to go beyond the black box!

Each concept is accompanied by a theoretical explanation and a set of practical exercises with Python code. Next, you’ll dive into the world of causal effect estimation, consistently progressing ...

Google DeepMind's AlphaEvolve AI system breaks a 56-year-old mathematical record by discovering a more efficient matrix multiplication algorithm that had eluded human mathematicians since Strassen ...

This module implements the Patient Rule Induction Method (PRIM) for scenario discovery in Python. This is a standalone version of the PRIM algorithm implemented in the EMA Workbench by Jan Kwakkel, ...

The process involves three key challenges: relevance assessment, document ranking, and efficiency. The recently introduced Python library that implements the BM25 algorithm, BM25S addresses the ...

Python's ascent to becoming one of the most popular programming languages is not merely a consequence of its simplicity and readability; it's also due to its robust capabilities in handling data ...