machinegnostics

Machine Gnostics is an open-source initiative that seeks to redefine the mathematical underpinnings of machine learning. While most conventional ML libraries are grounded in probabilistic and statistical frameworks, Machine Gnostics explores alternative paradigms—drawing from Mathematical Gnostics, the non-statistical and deterministic approach. Laws of Nature, Encoded—For Everyone!

machinegnostics has been downloaded 4,424 times in total on PyPI, including 244 in the last 30 days. The latest version is 0.0.5, released Mar 14, 2026.

Version0.0.5
Downloads
4.42k
License
AuthorNirmal Parmar
UpdatedMar 14, 2026

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal0.*
Range
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Granularity
Group by
CI traffic
Stack: OffCI: Included2 / 6 series
Selected total1.53k
4.4kAll-time
244Last 30 days
2Last 24 h
<0.01/sPer second

Version distribution

Share of downloads by released version. Computed over the last quarter.

  • 01

    0.0.5

    359 downloads
    46.8%
  • 02

    0.0.4

    120 downloads
    15.6%
  • 03

    0.0.3

    110 downloads
    14.3%
  • 04

    0.0.2

    90 downloads
    11.7%
  • 05

    0.0.1

    88 downloads
    11.5%

Guess the next day

Thirteen recent days of machinegnostics downloads. Drag the green handle on the right to guess where day fourteen lands.

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    machinegnostics · 4.4k downloads on PyPI