{"id":22246131,"url":"https://github.com/sandbox-quantum/tangelo-examples","last_synced_at":"2025-07-28T02:33:30.027Z","repository":{"id":65743129,"uuid":"592426091","full_name":"sandbox-quantum/Tangelo-Examples","owner":"sandbox-quantum","description":"Tutorial notebooks and example scripts made with Tangelo. Any Tangelo user can suggest content and  showcase their work, either by pushing on this repo or linking their work / project :)","archived":false,"fork":false,"pushed_at":"2024-09-16T04:27:56.000Z","size":10072,"stargazers_count":18,"open_issues_count":0,"forks_count":3,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-09-17T02:48:30.352Z","etag":null,"topics":["chemistry","ft","material-design","nisq","quantum","quantum-chemistry","quantum-computing"],"latest_commit_sha":null,"homepage":"https://sandbox-quantum.github.io/Tangelo-Examples/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sandbox-quantum.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-01-23T17:53:31.000Z","updated_at":"2024-09-16T04:27:16.000Z","dependencies_parsed_at":"2023-02-19T20:00:46.941Z","dependency_job_id":"31125b56-86e9-42bc-9d44-79bfcf7cfb3b","html_url":"https://github.com/sandbox-quantum/Tangelo-Examples","commit_stats":null,"previous_names":["sandbox-quantum/tangelo-examples"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sandbox-quantum%2FTangelo-Examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sandbox-quantum%2FTangelo-Examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sandbox-quantum%2FTangelo-Examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sandbox-quantum%2FTangelo-Examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sandbox-quantum","download_url":"https://codeload.github.com/sandbox-quantum/Tangelo-Examples/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":227859485,"owners_count":17830597,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["chemistry","ft","material-design","nisq","quantum","quantum-chemistry","quantum-computing"],"created_at":"2024-12-03T05:26:13.763Z","updated_at":"2025-07-28T02:33:29.558Z","avatar_url":"https://github.com/sandbox-quantum.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"|tangelo_logo|\n\n.. |tangelo_logo| image:: ./examples/img/tangelo_logo_gradient.png\n   :width: 600\n   :alt: tangelo_logo\n\n----------------------------------\n\nGet started immediately with a click, no install: |colab|\n\n.. |licence| image:: https://img.shields.io/badge/License-Apache_2.0-green\n   :target: https://github.com/sandbox-quantum/Tangelo/blob/main/LICENSE\n.. |systems| image:: https://img.shields.io/badge/OS-Linux%20MacOS%20Windows-7373e3\n.. |binder| image:: https://mybinder.org/badge_logo.svg\n   :target: https://mybinder.org/v2/gh/sandbox-quantum/Tangelo-Examples/main\n.. |colab| image:: https://colab.research.google.com/assets/colab-badge.svg\n   :target: https://colab.research.google.com/github/sandbox-quantum/Tangelo-Examples/blob/main/ \n\n--------------------------------\n\n.. |space| unicode:: U+0020 .. space\n.. |nbspc| unicode:: U+00A0 .. non-breaking space\n.. |tangerine| unicode:: U+1F34A .. tangerine emoji\n\nWelcome traveler!\n\nYou have found the Github repository featuring the tutorials / examples notebooks and scripts created by the `Tangelo \u003chttps://github.com/sandbox-quantum/Tangelo\u003e`_ community. Most tutorials are not just about \"code\", but were designed to provide you with knowledge, references and insights about applying quantum computing to the simulation of electronic systems. Feel free to use any of these resources for educational purposes, or as a basis for your own projects. Any user can contribute to this repository and showcase their cool work, including you !\n\nGetting started\n---------------\n\n- Below, a list of tutorials with different tags, to help you find what is relevant to you. If you are new to Tangelo, we suggest you start with tutorials tagged with |tag_intro|.\n- The `hands_on` folder contains very simple hands-on exercise notebooks with small exercises and solutions, don't hesitate to use it for educational purposes.\n- Additional examples scripts and notebooks contributed by users are also archived on this repo, to inspire you. Not all of them are maintained.\n\nPlease enjoy your stay, and have fun ! |tangerine|\n\nTutorials\n---------\n\n.. |tag_intro| image:: https://img.shields.io/badge/-Introduction-green\n.. |tag_exp| image:: https://img.shields.io/badge/-Experiment-7373e3\n.. |tag_pd| image:: https://img.shields.io/badge/-Problem%20Decomp-red\n.. |tag_vqa| image:: https://img.shields.io/badge/-VQA-yellow\n.. |tag_chem| image:: https://img.shields.io/badge/-Chemistry-008080\n.. |tag_qcloud| image:: https://img.shields.io/badge/-QEMIST%20Cloud-blue\n.. |tag_qsim| image:: https://img.shields.io/badge/-Backends-AFEEEE\n.. |tag_qalg| image:: https://img.shields.io/badge/-Quantum%20Algorithms-lavender\n.. |tag_ft| image:: https://img.shields.io/badge/-Fault%20Tolerant-brown\n\n.. |space| unicode:: U+0020 .. space\n.. |nbspc| unicode:: U+00A0 .. non-breaking space\n.. |tangerine| unicode:: U+1F34A .. tangerine emoji\n\nTags\n====\n\n* |tag_intro| : great resource to get started\n* |tag_chem| : great resource to learn more about chemistry\n* |tag_qsim| : related to the simulation of quantum circuits\n* |tag_exp| : related to experiments on quantum devices\n* |tag_pd| : features problem decomposition (fragmentation) techniques\n* |tag_vqa| : features Variational Quantum Algorithms\n* |tag_ft| : features fault-tolerant approaches\n* |tag_qalg| : discusses quantum algorithms more broadly\n* |tag_qcloud| : related to QEMIST Cloud\n\nContents\n========\n\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| Tutorial                                                                                                                | Main tag                     | Secondary tags                                                            |\n+=========================================================================================================================+==============================+===========================================================================+\n| `1. The basics \u003cexamples/workflow_basics/1.the_basics.ipynb\u003e`_                                                          | |tag_qsim|                   | |tag_intro|                                                               |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `2. QPU Connection \u003cexamples/workflow_basics/2.qpu_connection.ipynb\u003e`_                                                  | |tag_qsim|                   | |tag_exp|                                                                 |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `3. Noisy Simulation \u003cexamples/workflow_basics/3.noisy_simulation.ipynb\u003e`_                                              | |tag_qsim|                   |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Symbolic Simulation \u003cexamples/workflow_basics/symbolic_simulator.ipynb\u003e`_                                              | |tag_qsim|                   |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Quantum Chemistry Basics \u003cexamples/chemistry/qchem_modelling_basics.ipynb\u003e`_                                           | |tag_chem|                   | |tag_intro|                                                               |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Excited State methods \u003cexamples/chemistry/excited_states.ipynb\u003e`_                                                      | |tag_qalg|                   | |tag_chem| |tag_vqa|                                                      |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `VQE \u003cexamples/variational_methods/vqe.ipynb\u003e`_                                                                         | |tag_vqa|                    | |tag_intro|                                                               |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `VQE with custom ansatz and Hamiltonian \u003cexamples/variational_methods/vqe_custom_ansatz_hamiltonian.ipynb\u003e`_            | |tag_vqa|                    |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Adapt VQE Solver \u003cexamples/variational_methods/adapt.ipynb\u003e`_                                                          | |tag_vqa|                    |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Iterative Qubit Coupled Cluster with Clifford Circuits \u003cexamples/variational_methods/iqcc_using_clifford.ipynb\u003e`_      | |tag_vqa|                    | |tag_qsim|                                                                |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Classical Shadows \u003cexamples/measurement_reduction/classical_shadows.ipynb\u003e`_                                           | |tag_qalg|                   |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Density Matrix Embedding Theory \u003cexamples/problem_decomposition/dmet.ipynb\u003e`_                                          | |tag_pd|                     | |                                                                         |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `DMET Unrestricted Hartree-Fock \u003cexamples/problem_decomposition/dmet_uhf.ipynb\u003e`_                                       | |tag_pd|                     |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `iFCI-MIFNO \u003cexamples/problem_decomposition/ifci_mifno.ipynb\u003e`_                                                         | |tag_pd|                     | |tag_qcloud|                                                              |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `ONIOM \u003cexamples/problem_decomposition/oniom.ipynb\u003e`_                                                                   | |tag_pd|                     |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `QMMM \u003cexamples/problem_decomposition/qmmm.ipynb\u003e`_                                                                     | |tag_pd|                     |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `End-to-End hardware experiment \u003cexamples/hardware_experiments/overview_endtoend.ipynb\u003e`_                               | |tag_exp|                    | |tag_pd|                                                                  |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Hardware Experiment with QEMIST Cloud \u003cexamples/hardware_experiments/qemist_cloud_hardware_experiments_braket.ipynb\u003e`_ | |tag_exp|                    | |tag_qcloud| |tag_intro|                                                  |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Berylium IBM Quantum experiment \u003cexamples/hardware_experiments/berylium_ibm_quantum.ipynb\u003e`_                           | |tag_exp|                    | |tag_pd| |tag_qcloud|                                                     |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `Umbrella inversion Braket \u003cexamples/hardware_experiments/umbrella_inversion.ipynb\u003e`_                                   | |tag_exp|                    | |tag_pd| |tag_qcloud| |tag_ft|                                            |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n| `State Preparation with Quantum Signal Processing \u003cexamples/fault_tolerant/qsp_state_prep.ipynb\u003e`_                      | |tag_ft|                     |                                                                           |\n+-------------------------------------------------------------------------------------------------------------------------+------------------------------+---------------------------------------------------------------------------+\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsandbox-quantum%2Ftangelo-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsandbox-quantum%2Ftangelo-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsandbox-quantum%2Ftangelo-examples/lists"}