{"library":"pytorch-metric-learning","type":"library","category":null,"description":"PyTorch Metric Learning is a Python library (version 2.9.0) that simplifies the use of deep metric learning in applications. It offers a modular, flexible, and extensible framework built on PyTorch, providing a wide array of loss functions, miners, samplers, trainers, and testers. The library maintains an active release cadence, with frequent updates introducing new features and improvements.","language":"python","status":"active","version":"2.9.0","tags":["pytorch","deep-learning","metric-learning","embedding","similarity-learning","computer-vision"],"install":[{"cmd":"pip install pytorch-metric-learning","imports":["from pytorch_metric_learning.losses import TripletMarginLoss","from pytorch_metric_learning.miners import MultiSimilarityMiner","from pytorch_metric_learning.trainers import MetricLossOnly","from pytorch_metric_learning.utils.accuracy_calculator import AccuracyCalculator","from pytorch_metric_learning.wrappers import DistributedLossWrapper"]},{"cmd":"pip install pytorch-metric-learning[with-hooks]","imports":[]}],"homepage":null,"github":"https://github.com/KevinMusgrave/pytorch-metric-learning","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pytorch-metric-learning/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":20,"avg_install_s":78.3,"avg_import_s":8.93,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pytorch-metric-learning/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}