/experiments

Various code snippets - mainly from open courses (leetcode, ods, stepik, other)

Primary LanguageJupyter Notebook

Experiments

This is a repository with some useful information.
Notebooks:

Investigational scripts:

  • Full-Text search in SQLite
    It is a gentle demonstration of how Full-Text search (FTS5) in SQLite can be used to efficiently:
    • Search a large collection of documents for the subset that contain one or more instances of a search term.
    • Predict intents and classify text on mobile phones out of the box without using Tensorflow-lite and Pytorch for Mobile. Although it doesn't show great accuracy on large datasets, it can be used for small dataset with short phrases (commands, for example).
  • Demonstration of how to convert Universal Sentence Embedding Multilingual to tf-lite mode to use it for inference, for example, on mobile platforms like Android or iOS.

Learning: