{"library":"ema-pytorch","type":"library","category":null,"description":"ema-pytorch is a Python library that provides an easy way to integrate Exponential Moving Average (EMA) into PyTorch models. It helps stabilize training and improve generalization by maintaining a smoothed version of model parameters over time. The library is actively developed, with frequent updates, and is currently at version 0.7.9.","language":"python","status":"active","version":"0.7.9","tags":["pytorch","deep learning","exponential moving average","machine learning","training","computer vision","nlp"],"last_verified":"Sun May 24","install":[{"cmd":"pip install ema-pytorch","imports":["from ema_pytorch import EMA","from ema_pytorch import PostHocEMA"]}],"homepage":null,"github":"https://github.com/lucidrains/ema-pytorch","docs":null,"changelog":null,"pypi":"https://pypi.org/project/ema-pytorch/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":67.2,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/ema-pytorch/compatibility"}}