Top 3 Python Deterministic Projects

parglare

1 133 6.9 Python

A pure Python LR/GLR parser - http://www.igordejanovic.net/parglare/

Project mention: Parsing: The Solved Problem That Isn't (2011) | news.ycombinator.com | 2024-02-21

These are not new, but my takeaways from https://tratt.net/laurie/blog/2020/which_parsing_approach.ht... and https://rust-analyzer.github.io/blog/2020/09/16/challeging-L... are to embrace various forms of LR parsing. https://github.com/igordejanovic/parglare is a very capable GLR parser, and I've been keeping a close eye on it for use in my projects.

mlf-core

3 45 0.0 Python

CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
gpg-hd

1 34 0.0 Python

A BIP-39 / seed-phrase / brain-wallet based Hierarchical Deterministic GPG / SSH key generator that also provisions OpenPGP smartcards for easy key backup and recovery.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).