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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["autrainer","computer-audition","computer-vision","deep-learning","deep-neural-networks","pytorch"],"created_at":"2024-11-19T04:36:39.128Z","updated_at":"2026-02-05T05:34:03.795Z","avatar_url":"https://github.com/autrainer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"https://autrainer.github.io/aucurriculum/_images/logo_banner.png\" alt=\"aucurriculum — A Curriculum Learning Toolkit for Deep Learning Tasks built on top of autrainer\"\u003e\n\u003c/div\u003e\n\n# aucurriculum\n\n[![aucurriculum PyPI Version](https://img.shields.io/pypi/v/aucurriculum?logo=pypi\u0026logoColor=b4befe\u0026color=b4befe)](https://pypi.org/project/aucurriculum/)\n[![aucurriculum Python Versions](https://img.shields.io/pypi/pyversions/aucurriculum?logo=python\u0026logoColor=b4befe\u0026color=b4befe)](https://pypi.org/project/aucurriculum/)\n[![aucurriculum GitHub License](https://img.shields.io/badge/license-MIT-b4befe?logo=c)](https://github.com/autrainer/aucurriculum/blob/main/LICENSE)\n\nA Curriculum Learning Toolkit for Deep Learning Tasks built on top of [autrainer](https://github.com/autrainer/autrainer).\n\n## Installation\n\nTo install _aucurriculum_, first ensure that PyTorch (along with torchvision and torchaudio) version 2.0 or higher is installed.\nFor installation instructions, refer to the [PyTorch website](https://pytorch.org/get-started/locally/).\n\nIt is recommended to install _aucurriculum_ within a virtual environment.\nTo create a new virtual environment, refer to the [Python venv documentation](https://docs.python.org/3/library/venv.html).\n\nNext, install _aucurriculum_ using _pip_.\n\n```bash\npip install aucurriculum\n```\n\nTo install _aucurriculum_ from source, refer to the [contribution guide](https://autrainer.github.io/aucurriculum/development/contributing.html).\n\n## Next Steps\n\nTo get started using _aucurriculum_, the [quickstart guide](https://autrainer.github.io/aucurriculum/usage/quickstart.html) outlines the creation of a simple training configuration\nand [tutorials](https://autrainer.github.io/aucurriculum/usage/tutorials.html) provide examples for implementing custom scoring and pacing functions including their configurations.\n\nFor a complete list of available CLI commands, refer to the [CLI reference](https://autrainer.github.io/aucurriculum/usage/cli_reference.html) or the [CLI wrapper](https://autrainer.github.io/aucurriculum/usage/cli_wrapper.html).\n\n## Citation\n\nIf you use _aucurriculum_ in your research, please consider citing the following [paper](https://doi.org/10.48550/arXiv.2411.00973):\n\n```bibtex\n@misc{rampp2024sampledifficulty,\n  doi = {10.48550/ARXIV.2411.00973},\n  url = {https://arxiv.org/abs/2411.00973},\n  author = {Rampp,  Simon and Milling,  Manuel and Triantafyllopoulos,  Andreas and Schuller,  Bj\\\"{o}rn W.},\n  keywords = {Machine Learning (cs.LG),  FOS: Computer and information sciences,  FOS: Computer and information sciences},\n  title = {Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning},\n  publisher = {arXiv},\n  year = {2024},\n  copyright = {Creative Commons Attribution Non Commercial Share Alike 4.0 International}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fautrainer%2Faucurriculum","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fautrainer%2Faucurriculum","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fautrainer%2Faucurriculum/lists"}