{"library":"autograd","type":"library","category":null,"description":"Autograd is a Python library that efficiently computes derivatives of native Python and NumPy code using automatic differentiation. The current version, 1.8.0, supports Python 3.9-3.13 and has a release cadence that includes compatibility updates for new Python and NumPy versions, along with bug fixes and minor features.","language":"python","status":"active","version":"1.8.0","tags":["automatic differentiation","autodiff","gradients","numpy","machine learning"],"last_verified":"Wed May 20","install":[{"cmd":"pip install autograd","imports":["import autograd.numpy as np","from autograd import grad","from autograd import elementwise_grad as egrad"]},{"cmd":"pip install \"autograd[scipy]\"","imports":[]}],"homepage":null,"github":"https://github.com/HIPS/autograd","docs":null,"changelog":null,"pypi":"https://pypi.org/project/autograd/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":5.5,"avg_import_s":0.34,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/autograd/compatibility"}}