{
  "__type": "IngestedDoc",
  "__tag": 4010,
  "_content": {},
  "_ordered_sections": [],
  "item_file": null,
  "item_line": null,
  "item_type": null,
  "aliases": [],
  "example_section_data": {
    "__type": "Section",
    "__tag": 4015,
    "children": [],
    "title": [],
    "level": 0,
    "target": null
  },
  "see_also": [],
  "signature": null,
  "references": null,
  "qa": "release:1.17.3-notes",
  "arbitrary": [
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [],
      "level": 0,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "This release contains fixes for bugs reported against NumPy 1.17.2 along with a some documentation improvements. The Python versions supported in this release are 3.5-3.8."
            }
          ]
        },
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "Downstream developers should use Cython >= 0.29.13 for Python 3.8 support and OpenBLAS >= 3.7 to avoid errors on the Skylake architecture."
            }
          ]
        }
      ],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "NumPy 1.17.3 Release Notes"
        }
      ],
      "level": 0,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "BulletList",
          "__tag": 4053,
          "ordered": false,
          "start": 1,
          "children": [
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Wheels for Python 3.8"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Boolean "
                    },
                    {
                      "__type": "InlineCode",
                      "__tag": 4051,
                      "value": "matmul"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": " fixed to use booleans instead of integers."
                    }
                  ]
                }
              ]
            }
          ]
        }
      ],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Highlights"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "BulletList",
          "__tag": 4053,
          "ordered": false,
          "start": 1,
          "children": [
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "The seldom used "
                    },
                    {
                      "__type": "InlineCode",
                      "__tag": 4051,
                      "value": "PyArray_DescrCheck"
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": " macro has been changed/fixed."
                    }
                  ]
                }
              ]
            }
          ]
        }
      ],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Compatibility notes"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "A total of 7 people contributed to this release.  People with a \"+\" by their names contributed a patch for the first time."
            }
          ]
        },
        {
          "__type": "BulletList",
          "__tag": 4053,
          "ordered": false,
          "start": 1,
          "children": [
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Allan Haldane"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Charles Harris"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Kevin Sheppard"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Matti Picus"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Ralf Gommers"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Sebastian Berg"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": "Warren Weckesser"
                    }
                  ]
                }
              ]
            }
          ]
        }
      ],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Contributors"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "A total of 12 pull requests were merged for this release."
            }
          ]
        },
        {
          "__type": "BulletList",
          "__tag": 4053,
          "ordered": false,
          "start": 1,
          "children": [
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14456"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14456",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": MAINT: clean up pocketfft modules inside numpy.fft namespace."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14463"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14463",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": BUG: random.hypergeometic assumes npy_long is npy_int64, hung..."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14502"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14502",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": BUG: random: Revert gh-14458 and refix gh-14557."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14504"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14504",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": BUG: add a specialized loop for boolean matmul."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14506"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14506",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": MAINT: Update pytest version for Python 3.8"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14512"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14512",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": DOC: random: fix doc linking, was referencing private submodules."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14513"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14513",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": BUG,MAINT: Some fixes and minor cleanup based on clang analysis"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14515"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14515",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": BUG: Fix randint when range is 2**32"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14519"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14519",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": MAINT: remove the entropy c-extension module"
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14563"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14563",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": DOC: remove note about Pocketfft license file (non-existing here)."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14578"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14578",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": BUG: random: Create a legacy implementation of random.binomial."
                    }
                  ]
                }
              ]
            },
            {
              "__type": "ListItem",
              "__tag": 4054,
              "children": [
                {
                  "__type": "Paragraph",
                  "__tag": 4045,
                  "children": [
                    {
                      "__type": "Link",
                      "__tag": 4049,
                      "children": [
                        {
                          "__type": "Text",
                          "__tag": 4046,
                          "value": "#14687"
                        }
                      ],
                      "url": "https://github.com/numpy/numpy/pull/14687",
                      "title": ""
                    },
                    {
                      "__type": "Text",
                      "__tag": 4046,
                      "value": ": BUG: properly define PyArray_DescrCheck"
                    }
                  ]
                }
              ]
            }
          ]
        }
      ],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Pull requests merged"
        }
      ],
      "level": 1,
      "target": null
    }
  ],
  "local_refs": []
}