autograd 1.6.2

Efficiently computes derivatives of numpy code.

Stars: 6768, Watchers: 6768, Forks: 899, Open Issues: 182

The HIPS/autograd repo was created 9 years ago and the last code push was 1 weeks ago.
The project is extremely popular with a mindblowing 6768 github stars!

How to Install autograd

You can install autograd using pip

pip install autograd

or add it to a project with poetry

poetry add autograd

Package Details

Author

Dougal Maclaurin and David Duvenaud and Matthew Johnson

License

MIT

Homepage

https://github.com/HIPS/autograd

PyPi:

https://pypi.org/project/autograd/

GitHub Repo:

https://github.com/HIPS/autograd

Classifiers

Related Packages

Errors

A list of common autograd errors.

Code Examples

Here are some autograd code examples and snippets.

GitHub Issues

The autograd package has 182 open issues on GitHub

• self defined gradient for certain value of input
• Auto-diff of the root of a polynomial, with respect to some parameter defining the polynomial

See more issues on GitHub