Thermodynamic Hypergraphical Model Library in JAX
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Sep 1, 2026 - Python
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probabilistic-computing
Here are 12 public repositories matching this topic...
JAX Framework for Parameterized Stochastic Circuits (PSCs) and Directed Factor Graphs (DFGs) of Kernels
markov-chains factor-graphs jax stochastic-computing probabilistic-computing thermodynamic-computing
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Sep 2, 2026 - Python
Software platform for Thermodynamic Sampling Units - probabilistic computing emulator
machine-learning sampling ising-model physics-simulation gibbs-sampling active-learning hardware-emulation tsu bayesian-neural-networks langevin-dynamics probabilistic-machine-learning probabilistic-computing thermodynamic-computing
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Nov 26, 2025 - Python
The world's first probabilistic processor. Distributions are the data type. Bayesian inference is a machine instruction. 2,237 SKY130 gates.
open-hardware bayesian-inference systemverilog sensor-fusion uncertainty-quantification kalman-filter new-zealand processor-design asic-design probabilistic-computing chip-design skywater-sky130
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Mar 23, 2026 - Verilog
Implementation of the core Adaptive Chirplet Transform (ACT) algorithm using THRML (Thermodynamic sampling) to efficiently find the best matching atom in the continuous space
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Nov 21, 2025 - Python
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.
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Dec 23, 2025 - Jupyter Notebook
This repo is an educational POC showing how thermodynamic sampling units can produce sparse polynomial approximations. It’s intended for demonstration, not production.
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Oct 31, 2025 - Python
Solving a NP-Complete problem (Max-Cut) with Extropic "Thermodynamic" sampling hardware.
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Nov 8, 2025 - Python
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.
rust monte-carlo webassembly simulated-annealing ising-model no-dependencies gibbs-sampling webgpu combinatorial-optimization parallel-tempering energy-based-model qubo probabilistic-computing mcp-server physical-ai thermodynamic-computing
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Sep 5, 2026 - Rust
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.
nanomagnets landau-lifshitz-gilbert-equation probabilistic-computing magnetic-tunnel-junctions stochastic-llg
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Apr 14, 2021 - Jupyter Notebook
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.
rust cryptography bayesian-network cargo hmac sha256 rust-library bayesian-inference ising-model mcmc gibbs-sampling rust-crate boltzmann-machine stochastic-computing verifiable-random-function vrf qubo probabilistic-computing p-bit stochastic-hash
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Sep 5, 2026 - Rust
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
open-source machine-learning company ai hardware semiconductors apis-json energy-based-models probabilistic-computing thermodynamic-computing
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Sep 4, 2026
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