{"library":"linear-operator","type":"library","category":null,"description":"LinearOperator is a PyTorch package for abstracting away linear algebra routines needed for structured matrices or operators, primarily designed for finite-dimensional positive definite operators (i.e., kernel matrices). It is actively developed, with its current version being 0.6.1, and typically releases maintenance updates and minor versions frequently.","language":"python","status":"active","version":"0.6.1","tags":["linear algebra","pytorch","structured matrices","gpu","machine learning"],"install":[{"cmd":"pip install linear_operator","imports":["from linear_operator.operators import LinearOperator","from linear_operator.operators import DiagLinearOperator","from linear_operator.operators import LowRankRootLinearOperator"]},{"cmd":"conda install linear_operator -c gpytorch","imports":[]}],"homepage":"https://linearoperator.readthedocs.io","github":"https://github.com/cornellius-gp/linear_operator","docs":"https://linear_operator.readthedocs.io","changelog":null,"pypi":"https://pypi.org/project/linear-operator/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":73.3,"avg_import_s":6.26,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/linear-operator/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}