Ternary Python Packages

bnn-lab

Extreme low-bit inference lab: pack weights to 1–1.58 bits and run real XNOR/popcount kernels on CPU/edge — honest STE training, not fake GPU 32× from sign().

observe-search

Ternary computing research + OBSERVE: a local, private semantic code-search tool (desktop GUI / CLI / MCP server) with a one-line install. Nothing leaves your machine.

methodlm

Verifiable causal-reasoning harness: pre-registers tests, runs real backdoor adjustment with a robustness value, keeps an honest ledger so any LLM must prove its causal claims. Sibling to OBSERVE.

pytritium

Foundational ternary-model inference & training library — CUDA + CPU, BitNet/TQ ternary kernels

mdscribe

A toolset for molecular dynamics

tritium-torch

Foundational ternary-model inference & training library — CUDA + CPU, BitNet/TQ ternary kernels

balanced-ternary

Balanced ternary number type for Python: T-notation, conversions, and full digit-level arithmetic (digits -1, 0, 1).