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 3,871 times in total on PyPI, including 357 in the last 30 days. The latest version is 0.0.5, released Mar 14, 2026.
Downloads
Weekly, last 90d.
Includes CI traffic.
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0144.1%
0.0.5
470 downloadsDownloads47044.1% - 0217.4%
0.0.4
185 downloadsDownloads18517.4% - 0314.8%
0.0.3
158 downloadsDownloads15814.8% - 0412.3%
0.0.2
131 downloadsDownloads13112.3% - 0511.4%
0.0.1
122 downloadsDownloads12211.4%
Guess the next day
Thirteen recent days of machinegnostics downloads. Drag the green handle on the right to guess where day fourteen lands.