Unpacking Deep Compression

Applying N-Code Across Different Data Regimes:

  • Business Daily Records

  • Genomics

  • Finance

Objective: to showcase N-Code performance and allow independent verification of compression ratios and decode latencies.

Introduction

A Google Colab notebook has been developed to allow users to prove out N-Code’s capabilities.

Standard benchmarking utilities are provided to verify the compression ratios and performance metrics reported in each dataset.

In addition, the source code for the demo package, alongside documentation, is available for public review.

This is to prove out that the architecture of the decoder is deterministic and makes use of well-understood structures.

We are able to freely share these details because the major compression gains are determined by upstream representations within the encoder.

Demo Notebook
Demo Notebook
Decoder Source Code
Decoder Source Code

  • Notebook Version: 1.4

  • Last Updated: 1/04/2026

  • Recent Changes: Minor organization and formatting changes for within notebook.

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