Tutorials

This document contains the basic tutorials of Piquasso.

Getting started

A basic usage example of Piquasso.

Getting Started

Boson Sampling

Boson Sampling simulations using Piquasso.

Boson Sampling

Boson Sampling as an accelerator

Using Boson Sampling to accelerate Monte Carlo integration.

Boson Sampling as a hardware accelerator for Monte Carlo integration

Gaussian Boson Sampling

Gaussian Boson Sampling simulations using Piquasso.

Gaussian Boson Sampling

Modularity in Piquasso

Compose Piquasso programs and define custom gates with ease.

Piquasso program organization

Quantum Neural Network layers

Using the automatic differentiation capabilities of Piquasso with TensorFlow.

Differentiating CVQNN layers with Piquasso and Tensorflow

Using JAX with Piquasso

A simple state learning example using JAX and Piquasso.

Using Piquasso with JAX

Dense k-subgraph problem

Solve dense k-subgraph problem with Gaussian Boson Sampling.

Finding dense k-subgraphs using Gaussian Boson Sampling