{"library":"s3torchconnector","type":"library","category":null,"description":"S3TorchConnector provides an efficient integration for PyTorch `Dataset` and `DataLoader` to stream data directly from Amazon S3. It enables training machine learning models on S3-resident data without needing to download it locally, optimized for large-scale and distributed workloads. The current version is 1.5.0, with releases typically aligning with PyTorch and AWS SDK updates.","language":"python","status":"active","version":"1.5.0","tags":["pytorch","aws","s3","data-loading","machine-learning","etl"],"install":[{"cmd":"pip install s3torchconnector","imports":["from s3torchconnector import S3MapDataset","from s3torchconnector import S3IterableDataset","from s3torchconnector import S3FilePipe","from s3torchconnector import S3MapDataset # or S3IterableDataset"]}],"homepage":null,"github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/s3torchconnector/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":68.4,"avg_import_s":5.81,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/s3torchconnector/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}