{"service":"HALOWERK statwerk","endpoint":"/v1/oss-openblas-covariance-whitening-transform","method":"POST","content_type":"application/json","inputSchema":{"type":"object","properties":{"covariance":{"type":"array","items":{"type":"array","items":{"type":"number","minimum":-1000000,"maximum":1000000},"minItems":1,"maxItems":128},"minItems":1,"maxItems":128}},"required":["covariance"],"additionalProperties":false},"requestExample":{"covariance":[[4,2],[2,2]]},"operations":[{"method":"POST","inputSchema":{"type":"object","properties":{"covariance":{"type":"array","items":{"type":"array","items":{"type":"number","minimum":-1000000,"maximum":1000000},"minItems":1,"maxItems":128},"minItems":1,"maxItems":128}},"required":["covariance"],"additionalProperties":false},"requestExample":{"covariance":[[4,2],[2,2]]}}],"example_request":{"covariance":[[4,2],[2,2]]},"serviceName":"oss_openblas_covariance_whitening_transform","tags":["oss","openblas","p088"],"outputSchema":{"type":"object","properties":{"operation":{"const":"covariance-whitening-transform"},"result":{"type":"object","properties":{"whitening":{"type":"array","items":{"type":"array","items":{"type":"number","minimum":-1e+100,"maximum":1e+100},"minItems":1,"maxItems":128},"minItems":1,"maxItems":128},"coloring":{"type":"array","items":{"type":"array","items":{"type":"number","minimum":-1e+100,"maximum":1e+100},"minItems":1,"maxItems":128},"minItems":1,"maxItems":128},"symmetry_adjustment":{"type":"number","minimum":0,"maximum":1e+100},"eigen_tolerance":{"type":"number","minimum":0,"maximum":1e+100},"minimum_eigenvalue":{"type":"number","minimum":-1e+100,"maximum":1e+100},"whitening_residual_frobenius":{"type":"number","minimum":0,"maximum":1e+100},"factor_residual_frobenius":{"type":"number","minimum":0,"maximum":1e+100},"warnings":{"type":"array","items":{"type":"string","maxLength":1024},"minItems":0,"maxItems":16}},"required":["whitening","coloring","symmetry_adjustment","eigen_tolerance","minimum_eigenvalue","whitening_residual_frobenius","factor_residual_frobenius","warnings"],"additionalProperties":false},"upstream":{"type":"object","properties":{"project":{"const":"OpenBLAS"},"version":{"const":"0.3.34"},"source_commit":{"const":"e0166008be8e466242aa76b2ff75ce3f0fbf574a"},"binary_sha256":{"const":"61654e39a57bef5f203d2d165c3a1c93f84ba5d3ca77802a894fae586d22523b"},"components":{"const":["cholesky","triangular_inverse","symmetric_eigen","matrix_product","lapacke","cblas"]},"integer_abi":{"const":"ILP64"},"numeric_type":{"const":"float64"},"threads":{"const":1},"native_calls":{"type":"array","minItems":1,"maxItems":7,"uniqueItems":true,"items":{"enum":["scipy_LAPACKE_dgelsd64_","scipy_LAPACKE_dgesdd64_","scipy_LAPACKE_dsyevd64_","scipy_LAPACKE_dpotrf64_","scipy_LAPACKE_dtrtri64_","scipy_LAPACKE_dtrtrs64_","scipy_cblas_dgemm64_"]}}},"required":["project","version","source_commit","binary_sha256","components","integer_abi","numeric_type","threads","native_calls"],"additionalProperties":false},"runtime_ms":{"type":"number","minimum":0,"maximum":10000}},"required":["operation","result","upstream","runtime_ms"],"additionalProperties":false},"outputExample":{"operation":"covariance-whitening-transform","result":{"whitening":[[0.5,0],[-0.5,1]],"coloring":[[2,0],[1,1]],"symmetry_adjustment":0,"eigen_tolerance":5.2360679774997895e-12,"minimum_eigenvalue":0.7639320225002103,"whitening_residual_frobenius":0,"factor_residual_frobenius":0,"warnings":[]},"upstream":{"project":"OpenBLAS","version":"0.3.34","source_commit":"e0166008be8e466242aa76b2ff75ce3f0fbf574a","binary_sha256":"61654e39a57bef5f203d2d165c3a1c93f84ba5d3ca77802a894fae586d22523b","components":["cholesky","triangular_inverse","symmetric_eigen","matrix_product","lapacke","cblas"],"integer_abi":"ILP64","numeric_type":"float64","threads":1,"native_calls":["scipy_LAPACKE_dsyevd64_","scipy_LAPACKE_dpotrf64_","scipy_LAPACKE_dtrtri64_","scipy_cblas_dgemm64_"]},"runtime_ms":101.64164798334241}}