{"library":"itk-numerics","type":"library","category":null,"description":"The `itk-numerics` package provides Python bindings for the Insight Toolkit's (ITK) Numerics module, offering a suite of algorithms for numerical optimization and cost function evaluation, essential for tasks like image registration and parameter fitting. ITK itself is a powerful, open-source, cross-platform toolkit for N-dimensional scientific image analysis. The current stable version of ITK is 5.4.5, with version 6.0 in active beta development, and releases typically follow a maintenance schedule for stable branches and active development for major versions.","language":"python","status":"active","version":"5.4.5","tags":["image processing","numerical methods","optimization","medical imaging","scientific computing"],"last_verified":"Tue May 26","install":[{"cmd":"pip install itk itk-numerics","imports":["import itk","import itk\noptimizer = itk.GradientDescentOptimizer.New()","import itk\nparams = itk.OptimizerParameters[itk.D].New()"]}],"homepage":"https://docs.itk.org/","github":"https://github.com/InsightSoftwareConsortium/ITK","docs":null,"changelog":null,"pypi":"https://pypi.org/project/itk-numerics/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":20.6,"avg_import_s":0.6,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/itk-numerics/compatibility"}}