{"library":"pytorch-optimizer","type":"library","category":null,"description":"pytorch-optimizer is a production-focused optimization toolkit for PyTorch, offering a comprehensive collection of over 100 optimizers, 10+ learning rate schedulers, and 10+ loss functions. It provides a consistent API for fast experimentation with modern training methods without extensive boilerplate. The library is currently at version 0.3.0 and has seen periodic updates, with the latest release in October 2021.","language":"python","status":"active","version":"0.3.0","tags":["pytorch","optimizer","deep-learning","machine-learning","ai","research"],"install":[{"cmd":"pip install pytorch-optimizer","imports":["from pytorch_optimizer import A2Grad","from pytorch_optimizer import ADOPT","from pytorch_optimizer import APOLLO"]}],"homepage":null,"github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/pytorch-optimizer/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":78.6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pytorch-optimizer/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}