PyRank

Deterministic Systems Python Packages

Python packages with the GitHub topic deterministic-systems. Sorted by monthly downloads, with stars and forks.
wheattoast11
carl-studio

Coherence-Aware Reinforcement Learning (CARL) - breakthrough LLM post-training and test-time training paradigm. carl builds the world's most advanced and intelligent agent systems that are a step change over current gen agents

965 5 1
lukaspfisterch
dbl-gateway

Reference implementation of the DBL execution boundary. Deterministic event chain separating intent, policy, and execution.

591 0 0
wheattoast11
carl-core

Coherence math primitives for CARL (Coherence-Aware Reinforcement Learning)

473 5 1
Julien-Lefauconnier
veramem-kernel

Minimal cognitive kernel for traceable reasoning, temporal integrity, and data sovereignty.

229 2 0
severmarko2-ssap
agentledger-core

Deterministic execution ledger for AI agents — append-only event log, hash-chain integrity and deterministic replay

189 0 0
DT-Foss
o1op

Deterministic code synthesis operator — zero LLM in the loop. 8-color algebraic type system, 7-pass causal inference, 7-layer verification, 9-phase autonomous engagement. Substrate validated across 9 IEEE 2026 papers + IBM z/OS production assessment.

117 0 0
Tech4Biz-Solutions-Pvt-Ltd
determ8

Determ8: the deterministic gate for agentic systems. The agent proposes, the pipeline proves. Open core by Tech4Biz.

81 0 0