{"library":"torch-runstats","type":"library","category":null,"description":"torch-runstats provides efficient running/online statistics (mean, standard deviation, variance, count) for PyTorch tensors. It's designed for scenarios where data arrives sequentially or cannot be stored in its entirety. The current version is 0.2.0, and its release cadence is slow, suggesting a mature and stable library for its specific functionality.","language":"python","status":"active","version":"0.2.0","tags":["pytorch","statistics","online learning","running stats","mean","std","variance"],"last_verified":"Tue May 26","install":[{"cmd":"pip install torch-runstats","imports":["from torch_runstats import RunningMeanStd","from torch_runstats import RunningStats"]}],"homepage":null,"github":"https://github.com/mir-group/pytorch_runstats","docs":null,"changelog":null,"pypi":"https://pypi.org/project/torch-runstats/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/torch-runstats/compatibility"}}