probabilistic-computing 开源项目推荐（20 个）

extropic-ai /thrml

Thermodynamic Hypergraphical Model Library in JAX

extropic-ai /torx

JAX Framework for Parameterized Stochastic Circuits (PSCs) and Directed Factor Graphs (DFGs) of Kernels

Arsham-001 /tsu-emulator

Software platform for Thermodynamic Sampling Units - probabilistic computing emulator

Zaneham /ruru

The world's first probabilistic processor. Distributions are the data type. Bayesian inference is a machine instruction. 2,237 SKY130 gates.

denizd1 /pymtinv

pymtinv is a Python-based scientific computing library designed for 2D Magnetotelluric (MT) inversion. It serves as a comprehensive research framework to benchmark classical deterministic optimization methods against novel Probabilistic Computing (P-bit) architectures tailored for FPGA acceleration.

nemes-inc /thrml-act

使用 THRML（热力学采样）实现核心自适应啁啾变换（ACT）算法，以在连续空间中高效找到最佳匹配原子

Th0rgal /extropic-thermodynamic-optimization

Solving a NP-Complete problem (Max-Cut) with Extropic "Thermodynamic" sampling hardware.

smartin1296 /tsu-sparse-polynomials

This repo is an educational POC showing how thermodynamic sampling units can produce sparse polynomial approximations. It’s intended for demonstration, not production.

dcharlot-physicalai-bmi /ferrotherm

Thermodynamic computing in pure Rust: energy-based models, block-Gibbs, parallel tempering, thermodynamic linear algebra, stochastic differentiable programs, a variational compiler onto device topologies, and a joules ledger. Zero deps, wasm-clean, verified against exact physics — and it reaches real Ising silicon through the same trait as a CPU.

tlcdv /thermospike

Stochastic spiking neurons that sample from Boltzmann distributions, with the cost of every sample. Thermodynamic computing meets neuromorphic engineering.

api-evangelist /extropic

Extropic — independent third-party profile of a public API surface, by API Evangelist. Extropic is a hardware company building thermodynamic (probabilistic) computing systems designed to run generative AI workloads at dramatically lower energy cost than GPUs. Its core hardware is the Thermodynamic Sampling Unit (TSU) — an inherently probabilistic c

BitmapAsset /probbit

probbit: a personality, mood and memory layer for AI agents, on an exact p-bit decision engine. Every stance and plan is computed on a CPU, keeps its rules by construction, and is replayable and verifiable. CLI, MCP server, OpenClaw plugin, npm, Python, wasm. Zero-dependency Rust.

kaiser1711 /Subnanosecond-Fluctuations-in-Low-Barrier-Nanomagnets

This repository reproduces the numerical results of the publication: Kaiser et al., "Subnanosecond fluctuations in low-barrier nanomagnets." Physical Review Applied 12, no. 5 (2019): 054056.

purplecatman2005-dev /pbit-engine

p-bit (probabilistic bit) image recognition and QUBO solver in C++

Justo-Tapiador /stochash-rs

A Rust implementation of stochastic hashing (stochash), a probabilistic primitive whose input is a buffer of bytes (each interpreted as a probability byte/256) and whose output is a bit-string of the same length, with each bit sampled independently with P(bit_i = 1) = byte_i / 256.

tatra-labs /continuous-pbit

A computer whose bits hold real numbers and are redrawn from an energy. Continuous probabilistic computing in numpy (arXiv:2610.31339).

Lulzx /plasma-tsu-tomo

Tokamak plasma tomography as Ising/Potts sampling with thrml — bounded-degree I-chain formulation and energy/latency estimates for Extropic's thermodynamic sampling unit

glawleschkoff /thermodynamic-reasoning

Interactive 16 p-bit Langevin dynamics simulation in JAX over a POMDP, realizing autonomous perception, planning, and action on continuous energy landscapes.

oramada /pbit1

One programmable p-bit per neural parameter. THRML-backed SDK with audited 1.73B-parameter inference results.

whtetigr2 /tsu-compiler

A compiler for thermodynamic sampling units: will your model fit the hardware, and at what coupling should it be sampled — with receipts for every number.