Skip to main content

Qiskit ODE solver

Project description

Qiskit Dynamics

License DOI

This repo is still in the early stages of development, there will be breaking API changes

Qiskit Dynamics is an open-source project for building, transforming, and solving time-dependent quantum systems in Qiskit.

The goal of Qiskit Dynamics is to provide access to different numerical methods for solving differential equations, and to automate common processes typically performed by hand, e.g. applying frame transformations or rotating wave approximations to system and control Hamiltonians.

Qiskit Dynamics can be configured to use either NumPy or JAX as the backend for array operations. NumPy is the default, and JAX is an optional dependency. JAX provides just-in-time compilation, automatic differentiation, and GPU execution, and therefore is well-suited to tasks involving repeated evaluation of functions with different parameters; E.g. simulating a model of a quantum system over a range of parameter values, or optimizing the parameters of control sequence.

Reference documentation may be found here, including tutorials, user guide, API reference, and Discussions.

Installation

Qiskit Dynamics may be installed using pip via:

pip install qiskit-dynamics

Additionally, Qiskit Dynamics may be installed simultaneously with the CPU version of JAX via:

pip install "qiskit-dynamics[jax]"

Installing JAX with GPU support must be done manually, for instructions refer to the JAX installation guide.

Contribution Guidelines

If you'd like to contribute to Qiskit Dynamics, please take a look at our contribution guidelines. This project adheres to Qiskit's code of conduct. By participating, you are expected to uphold this code.

We use GitHub issues for tracking requests and bugs. Please join the Qiskit Slack community and use our #qiskit-dynamics channel for discussion and simple questions. For questions that are more suited for a forum we use the Qiskit tag in the Stack Exchange.

Authors and Citation

Qiskit Dynamics is the work of many people who contribute to the project at different levels. If you use Qiskit Dynamics, please cite our paper as per the included BibTeX file.

License

Apache License 2.0

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

qiskit-dynamics-0.5.1.tar.gz (145.8 kB view details)

Uploaded Source

Built Distribution

qiskit_dynamics-0.5.1-py3-none-any.whl (191.8 kB view details)

Uploaded Python 3

File details

Details for the file qiskit-dynamics-0.5.1.tar.gz.

File metadata

  • Download URL: qiskit-dynamics-0.5.1.tar.gz
  • Upload date:
  • Size: 145.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for qiskit-dynamics-0.5.1.tar.gz
Algorithm Hash digest
SHA256 63efe284221a9b873dcaefed5d961ed3a2d8dfa975b4ed981538de1dd656c98d
MD5 f3dd3f308b1aac3191fdb0c0bd062d73
BLAKE2b-256 8f764dd8bd06ccc704efbe1ad4f767649019451d729de5d718090cb3b27b91ab

See more details on using hashes here.

File details

Details for the file qiskit_dynamics-0.5.1-py3-none-any.whl.

File metadata

File hashes

Hashes for qiskit_dynamics-0.5.1-py3-none-any.whl
Algorithm Hash digest
SHA256 b39a11a63ffe7c12cef1c925f25af705f657f7c57122baeb63790b025b8910aa
MD5 1f6f1f57095ced42c63bb664bafd8053
BLAKE2b-256 d2f12fb9c6ac288b3e23e8429b6e7ad317c9d9bceccd1d90a142258b8e4e94b1

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page