Demos

Downloading myQLM notebooks

Please download this zip file containing all our notebooks.

Then, you can start the notebook overview.ipynb which contains a table of content of all our tutorials.

jupyter notebook path/to/overview.ipynb

Please clone the GitHub repository myqlm-notebooks containing all our notebooks

Then, you can start the notebook overview.ipynb which contains a table of content of all our tutorials.

jupyter notebook path/to/overview.ipynb

myQLM notebooks can be executed without installing anything, by running these notebooks in your web browser, using myBinder. Several environments are available:

myBinder without myQLM-interop

Run myQLM notebooks in your browser, using an environment without myQLM-interop installed.

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/master?filepath=overview.ipynb
myBinder with myQLM-interop for Qiskit

Environment in which myQLM-interop with Qiskit Binder has been installed

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/qiskit?filepath=overview.ipynb
myBinder with myQLM-interop for Cirq

Environment in which myQLM-interop with Cirq Binder has been installed

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/cirq?filepath=overview.ipynb
myBinder with myQLM-interop for PyQuil

Environment in which myQLM-interop with PyQuil Binder has been installed

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/pyquil?filepath=overview.ipynb
myBinder with myQLM-interop for ProjectQ

Environment in which myQLM-interop with Qiskit ProjectQ has been installed

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/projectq?filepath=overview.ipynb
Getting started

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=getting_started.ipynb
QLM Commands

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=commands.ipynb

Tutorials

Describing and manipulating time-dependent schedules

beginner

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fschedule_arithmetic.ipynb

Overview: circuit optimization

Overview: circuit optimization

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Foverview.ipynb
NISQCompiler: a all-in-one blackbox compiler

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fgeneric_compiler.ipynb
Satisfying connectivity constraints

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsatisfying_connectivity_constraints.ipynb
Compression 1-qubit gates

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsingle_qubit_gates_compression.ipynb
FusionPlugin - example use case with a random circuit

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Ffusion_plugin.ipynb
Replacing patterns in a circuit

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fgraph_circuit.ipynb
Circuit optimization using PatternManager - example of QAOA for MaxCut

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fpattern_manager.ipynb

Synthopline

Synthopline

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsynthopline%2Foverview.ipynb
Linear Boolean operator synthesis

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsynthopline%2Flinear_operator_synthesis.ipynb
Phase polynomial synthesis

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsynthopline%2Fphase_polynomials.ipynb
Synthesis of Trotter-Suzuki first order expansions

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsynthopline%2Ftrotter.ipynb
Optimized VQE Ansatz with qat.synthopline

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsynthopline%2Ffancy_ansatz.ipynb
Lazy synthesis

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcircuit_optimization%2Fsynthopline%2Flazy_synthesis.ipynb

Running digital quantum simulations for spin and fermionic systems

Running digital quantum simulations for spin and fermionic systems

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_overview.ipynb
Spin fermion transforms

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_spin_fermion_transforms.ipynb
Variational Quantum Eigensolver for Fermions: tutorial

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_vqe_hubbard.ipynb
Quantum Phase Estimation on the Hubbard molecule

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_qpe_hubbard_molecule.ipynb
Quantum chemistry: Solving H2 using UCC

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_vqe_ucc_example_1_h2.ipynb
Quantum chemistry: Solving LiH using UCC

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_vqe_ucc_example_2_lih.ipynb
Advanced VQE: Quantum Subspace Expansion

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_quantum_subspace_expansion_h2.ipynb
Natural gradient-based optimizer

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_natural_gradient_vqe.ipynb
Optimizing circuits with the sequential optimization plugin

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_sequential_optimization_plugin.ipynb
Mitigating multiqubit gate noise

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_zero_noise_extrapolation_plugin.ipynb
Running several optimizations and keeping the best one with MultipleLaunchesPlugin

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fdigital_quantum_simulations_spin_fermion%2Fqat_fermion_multiple_launches_analyzer_plugin.ipynb

Programming with qat.lang

Programming with qat.lang

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Foverview.ipynb
Writing a basic quantum program

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fwriting_quantum_program.ipynb
Measurements and classical control

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fmeasurements_and_classic_operations.ipynb
Quantum program creation

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fpy_aqasm.ipynb
Defining and using a custom gate set in pyAQASM

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fcustom_gate_set.ipynb
Quantum Fourier Transform

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fqft.ipynb
Definition of all avalaible gates

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Favailable_gates.ipynb
Grover and quantum search

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fneedle_vs_haystack.ipynb
Creating and using your own gate set in (py)AQASM

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fgate_sets.ipynb
Circuit inlining

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Finlining_vs_not_inlining.ipynb
Temporary/ancilla qubits management

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fadvanced_usage_ancillae.ipynb
Compute, uncompute, and computation scopes

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fadvanced_usage_compute_uncompute.ipynb
Writing and linking libraries

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Flinking.ipynb
Very advanced usage: linking under control

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fvery_advanced_linker.ipynb
Quantum Types

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fquantum_types.ipynb
Differentiating jobs

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Fdifferentiating_jobs.ipynb
Atos Quantum Assembly Language: Quick Reference

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Faqasm.ipynb

Basic quantum algorithms

Basic quantum algorithms

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Falgorithms%2Falgorithms_overview.ipynb
Grover search and amplitude amplification

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Falgorithms%2Fgrover.ipynb
Quantum Phase Estimation

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Falgorithms%2Fphase_estimation.ipynb
Quantum Counting

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Flang%2Falgorithms%2Fquantum_counting.ipynb

Adding plugins to your computation stack

Adding plugins to your computation stack

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fplugins%2Foverview.ipynb
Defining and using custom Plugins

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fplugins%2Fplugins.ipynb
Emulating custom hardware inside universal processors

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fplugins%2Femulating_custom_hardware_specs.ipynb
The observable splitter plugin

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fplugins%2Fobservable_splitter.ipynb
The circuit inliner plugin

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fplugins%2Fcircuit_inliner.ipynb
Defining and using custom Plugins

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fplugins%2Fplugins.ipynb
Junctions and optimizers

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fplugins%2Fjunctions_and_optimizers.ipynb

Designing and running variational algorithms in the QLM

Designing and running variational algorithms in the QLM

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fvariational_algorithms%2Foverview.ipynb
Scipy minimize variational plugin

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fvariational_algorithms%2Fscipy_optimize_binder.ipynb
A simple VQE example

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fvariational_algorithms%2Fvqe_getting_started_random_spin.ipynb
Quantum Approximate Optimization Algorithm

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fvariational_algorithms%2Fqaoa.ipynb
Displaying information through the execution stack

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fvariational_algorithms%2Fdisplaying_informations.ipynb

First steps with the QLM

First steps with the QLM

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fbasic%2Foverview_basic.ipynb
Creation of an EPR pair using two qubits

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fbasic%2Fepr_pair.ipynb
Manipulating and measuring observables

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fbasic%2Fobservables.ipynb
Measuring subsets of qubits

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fbasic%2Fpartial_measures.ipynb

Combinatorial Optimization Problems

Combinatorial Optimization Problems

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Foverview_combinatorial_optimization_myqlm.ipynb
Introduction

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Fintroduction_combinatorial_optimization_myqlm.ipynb
Max Cut

beginner

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Fmax_cut_myqlm.ipynb
Graph Partitioning

advanced

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Fgraph_partitioning_myqlm.ipynb
K-Clique

advanced

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Fk_clique_myqlm.ipynb
Vertex Cover

beginner

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Fvertex_cover_myqlm.ipynb
Number Partitioning

beginner

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Fnumber_partitioning_myqlm.ipynb
Basic example of use of simulated annealing

beginner

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fcombinatorial_optimization%2Fgetting_started_with_sa.ipynb

interoperability

Cirq Tutorials

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Finteroperability%2FCirq.ipynb
Openqasm Tutorials

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Finteroperability%2FOpenqasm.ipynb
Projectq Tutorials

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Finteroperability%2FProjectq.ipynb
Pyquil Tutorials

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Finteroperability%2FPyquil.ipynb
Qiskit Tutorials

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Finteroperability%2FQiskit.ipynb
Interoperability in the QLM

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Finteroperability%2Finteroperations.ipynb
Using Qiskit QPUs on the QLM

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Finteroperability%2Fusing_qiskit_qpus.ipynb

Simulation of quantum circuits on the QLM: introduction

Simulation of quantum circuits on the QLM: introduction

overview

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fsimulation%2Fsimulation_overview.ipynb
Analyzing the output of a run

https://mybinder.org/v2/gh/myQLM/myqlm-notebooks/HEAD?filepath=tutorials%2Fsimulation%2Frun_analysis.ipynb