{"library":"numexpr","type":"library","category":null,"description":"NumExpr is a Python library that provides a fast numerical expression evaluator for NumPy. It accelerates array operations by avoiding memory allocation for intermediate results, leading to better cache utilization and reduced memory access. It also leverages multi-threading to utilize multiple CPU cores and supports Intel's Math Kernel Library (MKL) for further performance gains, especially with transcendental functions. The current version is 2.14.1, and it maintains a regular release cadence.","language":"python","status":"active","version":"2.14.1","tags":["numerical computing","numpy","performance","expression evaluation","multi-threading","jit"],"install":[{"cmd":"pip install numexpr","imports":["import numexpr as ne","ne.evaluate('expression')"]}],"homepage":null,"github":"https://github.com/pydata/numexpr","docs":"https://numexpr.readthedocs.io","changelog":null,"pypi":"https://pypi.org/project/numexpr/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":3.7,"avg_import_s":0.29,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/numexpr/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":"verified"}}