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what_are_embeddings

veekaybee/what_are_embeddings

A deep dive into embeddings starting from fundamentals

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

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1.1k stars85 forksLast push Jan 17, 2026 Jupyter Notebook

Decision brief

Focuses on educational materials for understanding embeddings in ML and NLP using Jupyter Notebooks.

Good fit when

  • When you are looking to gain foundational knowledge about how embeddings work in machine learning and natural language processing tasks.
  • For learners who prefer interactive, step-by-step tutorials through Jupyter Notebooks to explore the concepts of embeddings.

Avoid when

  • If you need practical, real-world application examples or code implementations not grounded in explanatory educational content.
  • When an advanced understanding of embeddings is required as this repository prioritizes fundamental comprehension over deep technical insights.

Observed Jul 12, 2026 · Source: enrich:decision_facts

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Maintenance and security

Full trust report
Maintenance
Slowing (246d since push)
As of Sep 20, 2026
Provenance
Not a fork · Personal account
As of Sep 20, 2026
Security (OSV)
No lockfile
As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/veekaybee/what_are_embeddings

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Provides educational content on understanding the basics and applications of embeddings in machine learning and NLP.

Capability facts

Languages
jupyter notebook

Source: github.language · Sep 20, 2026

Categories

Tags

README

<p align="center" <img src="https://github.com/veekaybee/what are embeddings/blob/main/kandinsky.png" / </p What are embeddings? This repository contains the generated LaTex document, website, and complementary notebook code for "What are Embeddings". Abstract Over the past decad...

For agents

This page has a .md twin and JSON over the API.

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