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tequila-tutorials

This repository functions as a tutorial collection for tequila.
Feel free to contribute your own! (see below)

Check out this small overview to get a glimpse on what tequila is,
or, get an overview through different slides and recordings of talks on different level of detail: See here.
Find the original tequila codebase here.

It's recommended to start with BasicUsage and take a look at FAQ.

The other tutorials are sorted into different directories depending on what they represent:

  1. Main Directory: Basic Usage and Data Structures
  • BasicUsage: How to use tequila (QCircuits, Hamiltonian, Objective, grad)
  • QTensor: Tutorial on the QTensor class (works like numpy.ndarray just with tequila Objectives)
  • BraKet: Tutorial on the BraKet class (automatically decomposes <X|H|y> into a tq.Objective)
  • CircuitCompiler: Brief Overview on how gate compilation works
  • Optimizers: Tutorial on supported optimizers (in-build, scipy, gpyopy)
  • OpenQASMConversion: Interface with OpenQASM 2
  • NoisySimulation: Tutorial on how to add noise instruction to simulations
  • FAQ: Some frequently asked questions (cross-compiling, ibmq, ...)
  1. Chemistry Directory: Tutorials on the supported chemistry modules (pyscf, psi4, madness) and applications
  2. Research Directory: Tutorial collection on published research projects with tequila
  3. Other Directory: Other features, applications, examples

Install tequila

Easiest is to pip install from github:

pip install git+https://github.com/aspuru-guzik-group/tequila.git

Do not install over PyPi (Minecraft lovers excluded)
pip install tequila

See the main repository for information.

Research projects with example code:

See the main repo for an extensive list.

Let us know, if you want your research project and/or tutorial to be included in this list!

How to add your own tutorial/demonstration

If you want to make your own tutorial or write a small notebook highlighting some of your research with tequila, here is how it works:

  • Make a fork of this repository
  • Add your own tutorial/demonstration on your branch
  • Add your research article with or without link to your a possible tutorial/demonstration
  • Make a pull request to this repo's main branch

How to contribute to tequila's core library

Similar procedure. Please check the main reposiory.