Numpy and Scipy Documentation¶

Welcome! This is the documentation for Numpy and Scipy.

For contributors:

Latest releases:

Others:

• For newer versions see https://www.numpy.org/doc

  Numpy (development version) Reference Guide

  Numpy (development version) User Guide

  Numpy 1.17.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.17.0 User Guide, [PDF]

  Numpy 1.16.1 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.16.1 User Guide, [PDF]

  Numpy 1.16.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.16.0 User Guide, [PDF]

  Numpy 1.15.4 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.15.4 User Guide, [PDF]

  Numpy 1.15.1 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.15.1 User Guide, [PDF]

  Numpy 1.15.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.15.0 User Guide, [PDF]

  Numpy 1.14.5 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.14.5 User Guide, [PDF]

  Numpy 1.14.1 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.14.1 User Guide, [PDF]

  Numpy 1.14.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.14.0 User Guide, [PDF]

  Numpy 1.13.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.13.0 User Guide, [PDF]

  Numpy 1.12.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.12.0 User Guide, [PDF]

  Numpy 1.11.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.11.0 User Guide, [PDF]

  Numpy 1.10.4 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.10.4 User Guide, [PDF]

  Numpy 1.10.1 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.10.1 User Guide, [PDF]

  Numpy 1.10.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.10.0 User Guide, [PDF]

  Numpy 1.9.3 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.9.3 User Guide, [PDF]

  Numpy 1.9.2 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.9.2 User Guide, [PDF]

  Numpy 1.9.1 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.9.1 User Guide, [PDF]

  Numpy 1.9.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.9.0 User Guide, [PDF]

  Numpy 1.8.1 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.8.1 User Guide, [PDF]

  Numpy 1.8.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.8.0 User Guide, [PDF]

  Numpy 1.7.0 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.7.0 User Guide, [PDF]

  Numpy 1.6 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.6 User Guide, [PDF]

  Numpy 1.5 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.5 User Guide, [PDF]

  Numpy 1.4 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.4 User Guide, [PDF]

  Numpy 1.3 Reference Guide, [HTML+zip], [PDF]

  Numpy 1.3 User Guide, [PDF]

• Scipy (development version) Reference Guide

  SciPy 1.16.2 Documentation, [HTML+zip]

  SciPy 1.16.1 Documentation, [HTML+zip]

  SciPy 1.16.0 Documentation, [HTML+zip]

  SciPy 1.15.3 Documentation, [HTML+zip]

  SciPy 1.15.2 Documentation, [HTML+zip]

  SciPy 1.15.1 Documentation, [HTML+zip]

  SciPy 1.15.0 Documentation, [HTML+zip]

  SciPy 1.14.1 Documentation, [HTML+zip]

  SciPy 1.14.0 Documentation, [HTML+zip]

  SciPy 1.13.1 Documentation, [HTML+zip]

  SciPy 1.13.0 Documentation, [HTML+zip]

  SciPy 1.12.0 Documentation, [HTML+zip]

  SciPy 1.11.4 Documentation, [HTML+zip]

  SciPy 1.11.3 Documentation, [HTML+zip]

  SciPy 1.11.2 Documentation, [HTML+zip]

  SciPy 1.11.1 Documentation, [HTML+zip]

  SciPy 1.11.0 Documentation, [HTML+zip]

  SciPy 1.10.1 Documentation, [HTML+zip]

  SciPy 1.10.0 Documentation, [HTML+zip]

  SciPy 1.9.3 Documentation, [HTML+zip]

  SciPy 1.9.2 Documentation, [HTML+zip]

  SciPy 1.9.1 Documentation, [HTML+zip]

  SciPy 1.9.0 Documentation, [HTML+zip]

  SciPy 1.8.1 Documentation, [HTML+zip], [PDF]

  SciPy 1.8.0 Documentation, [HTML+zip], [PDF]

  Scipy 1.7.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.7.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.6.3 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.6.2 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.6.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.6.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.5.4 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.5.3 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.5.2 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.5.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.5.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.4.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.4.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.3.3 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.3.2 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.3.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.3.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.2.3 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.2.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.2.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.1.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 1.0.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.19.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.19.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.18.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.18.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.17.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.17.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.16.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.16.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.15.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.15.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.14.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.14.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.13.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.12.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.11.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.10.1 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.10.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.9.0 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.8 Reference Guide, [HTML+zip], [PDF]

  Scipy 0.7 Reference Guide, [HTML+zip], [PDF]

Original Numpy documentation: