Understanding F1-Score, Precision, and Recall in scikit-learn Binary Classification How to Tell scikit-learn for Which Label the F1-Score/Precision/Recall Score is Given (in Binary Classification)? In binary classification with scikit-learn, understanding…
Neural Networks for Generating New Programming Language Grammars Introduction The design and implementation of programming languages is a complex and time-consuming process. Traditional methods for grammar design rely heavily on…
Ordinal Encoding vs One-Hot Encoding Ordinal Encoding vs One-Hot Encoding: A Comprehensive Guide In machine learning, dealing with categorical features requires special techniques to convert them into a numerical format…
(Mis)-using OpenAI Whisper for Text-to-Text Translation (Mis)-using OpenAI Whisper for Text-to-Text Translation OpenAI’s Whisper model is a powerful tool for speech recognition, but it can also be used for text-to-text…
Music21: Extracting Notes and Durations Music21: Getting All Notes with Durations Music21 is a powerful Python library for music analysis and manipulation. This article explores how to extract all notes…
Quick Documentation with PyCharm and PyTorch Getting Started with PyCharm and PyTorch Installation and Setup Install PyCharm Community Edition or Professional Edition: https://www.jetbrains.com/pycharm/download/ Install PyTorch: https://pytorch.org/get-started/locally/ Create a new PyCharm…
Finding the Nearest Neighbor in Weka using Java Finding the Nearest Neighbor in Weka using Java Weka is a powerful data mining tool that offers various algorithms for tasks such…
Removing Interaction Terms in Polynomial Regression with scikit-learn Introduction Polynomial regression is a powerful technique for modeling non-linear relationships between variables. It involves adding polynomial terms (e.g., squared, cubed) of…
How to Find Cluster Centroids with Scikit-learn Finding Cluster Centroids with Scikit-learn Cluster analysis is a fundamental task in machine learning, and finding the centroids of clusters is often a…
How Beam Search Operates on the Output of the Transformer Introduction The Transformer, a powerful neural network architecture, revolutionized natural language processing. It excels at tasks like machine translation, text…
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