Advanced SQLite3: Full-Text Search Implementation
Explore the implementation of Full-Text Search (FTS) in SQLite3, a powerful tool for indexing and searching text columns in databases. Learn about its features, such as tokenization, relevance ranking, and support for multiple languages, and discover how to configure, enable, and optimize FTS for efficient searching in SQLite3.
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Creating Custom Statistical Distributions in scipy.stats.rv_continuous
Create and work with custom statistical distributions using scipy.stats.rv_continuous in the SciPy library. Define custom probability density functions (PDFs) and other statistical functions for accurate representation of complex real-world phenomena. Import rv_continuous, define a subclass, and explore methods for custom PDFs and random number generators.
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Convolutional Neural Network Layers in torch.nn
Explore the layers of Convolutional Neural Networks (CNNs) in torch.nn. Learn how CNNs process and analyze visual data, utilize convolutional and pooling layers, and employ fully connected layers for high-level reasoning. See an example of a simple CNN model in action.
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