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 4,237 times in total on PyPI, including 341 in the last 30 days. The latest version is 0.0.5, released Mar 14, 2026.

Version0.0.5
Downloads
4.24k
License
AuthorNirmal Parmar
UpdatedMar 14, 2026

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal0.*
Range
View
Granularity
Group by
CI traffic
Stack: OffCI: Included2 / 6 series
Selected total1.84k
4.2kAll-time
341Last 30 days
16Last 24 h
<0.01/sPer second

Version distribution

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

  • 01

    0.0.5

    447 downloads
    48.5%
  • 02

    0.0.4

    146 downloads
    15.9%
  • 03

    0.0.3

    127 downloads
    13.8%
  • 04

    0.0.1

    101 downloads
    11.0%
  • 05

    0.0.2

    100 downloads
    10.9%

Guess the next day

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

TRUTH1619MONTHUFRISATSUNMONTUETHUFRISATWEDTHUFRI