{
  "__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:2.0.0-notes",
  "arbitrary": [
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [
        {
          "__type": "Admonition",
          "__tag": 4056,
          "kind": "note",
          "base_type": "note",
          "children": [
            {
              "__type": "AdmonitionTitle",
              "__tag": 4055,
              "children": [
                {
                  "__type": "Text",
                  "__tag": 4046,
                  "value": "note SciPy 2.0.0 is not released yet!"
                }
              ]
            }
          ]
        },
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "SciPy 2.0.0 is the culmination of X months of hard work. It contains many new features, numerous bug-fixes, improved test coverage and better documentation. There have been a number of deprecations and API changes in this release, which are documented below. All users are encouraged to upgrade to this release, as there are a large number of bug-fixes and optimizations. Before upgrading, we recommend that users check that their own code does not use deprecated SciPy functionality (to do so, run your code with "
            },
            {
              "__type": "InlineCode",
              "__tag": 4051,
              "value": "python -Wd"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": " and check for "
            },
            {
              "__type": "InlineCode",
              "__tag": 4051,
              "value": "DeprecationWarning"
            },
            {
              "__type": "Text",
              "__tag": 4046,
              "value": " s). Our development attention will now shift to bug-fix releases on the 1.18.x branch, and on adding new features on the main branch."
            }
          ]
        },
        {
          "__type": "Paragraph",
          "__tag": 4045,
          "children": [
            {
              "__type": "Text",
              "__tag": 4046,
              "value": "This release requires Python 3.12-3.15 and NumPy 2.0.0 or greater."
            }
          ]
        }
      ],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "SciPy 2.0.0 Release Notes"
        }
      ],
      "level": 0,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Highlights of this release"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "New features"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.cluster"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.interpolate"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.linalg"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.ndimage"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.optimize"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.signal"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.sparse"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.spatial"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.special"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "InlineCode",
          "__tag": 4051,
          "value": "scipy.stats"
        },
        {
          "__type": "Text",
          "__tag": 4046,
          "value": " improvements"
        }
      ],
      "level": 2,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Deprecated features"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Backwards incompatible changes"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Other changes"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Authors"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Issues closed for 2.0.0"
        }
      ],
      "level": 1,
      "target": null
    },
    {
      "__type": "Section",
      "__tag": 4015,
      "children": [],
      "title": [
        {
          "__type": "Text",
          "__tag": 4046,
          "value": "Pull requests for 2.0.0"
        }
      ],
      "level": 1,
      "target": null
    }
  ],
  "local_refs": []
}