{"library":"jaxtyping","type":"library","category":null,"description":"jaxtyping provides type annotations and optional runtime checking for the shape and data type (dtype) of array-like objects across various numerical libraries such as JAX, NumPy, and PyTorch. It extends Python's type hinting system to express array dimensions, allowing for robust static analysis and helping to catch shape-related errors early. The current version is 0.3.9, and it maintains an active development pace with frequent updates.","language":"python","status":"active","version":"0.3.9","tags":["jax","numpy","pytorch","type-checking","annotations","array-shapes"],"install":[{"cmd":"pip install jaxtyping","imports":["from jaxtyping import Array","from jaxtyping import Float","from jaxtyping import Int"]}],"homepage":null,"github":"https://github.com/patrick-kidger/jaxtyping","docs":null,"changelog":null,"pypi":"https://pypi.org/project/jaxtyping/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":1.6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/jaxtyping/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}