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

Official implementation of MSR-GCN (ICCV2021 paper)

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

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.

🧠 Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preserving, and domain-aware. Includes Python APIs, XML pipelines, and MCP/IDE integration to orchestrate realistic datasets for finance, healthcare, and other regulated environments.

Deterministically map license strings to their canonical identifiers

Deterministic MCP scenario replay for AI agents — create once, replay without LLM inference

Stock price prediction using a deterministic algorithm inspired by LSTM, focusing on pattern recognition in historical data.

💽 deterministic build environment

The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.

faramesh-core

🗃 Gitian signatures and assertions for Axe Core

📓 computational document system build on uv and markdown

Batch-invariant operations for deterministic LLM inference on Apple Silicon using MLX

🐙 Multi-armed mocks for LLM apps - Drop-in replacement for OpenAI/Anthropic APIs for deterministic testing

A deterministic infinite image library generator inspired by Borges' 'The Library of Babel'. Generate unique, deterministic images based on coordinate systems without storing image data.

A lightweight data-augmentation library for machine learning

A minimal sandbox to run, score, and compare AI agent outputs locally.

Python script that sorts a JSON object according to its keys. Useful for diff'ing two JSON files.

Batch-invariant deterministic inference for ComfyUI. Same seed = identical output, guaranteed.