{"id":13754381,"url":"https://github.com/wac81/textda","last_synced_at":"2026-03-17T21:58:57.276Z","repository":{"id":41063338,"uuid":"189159759","full_name":"wac81/textda","owner":"wac81","description":null,"archived":false,"fork":false,"pushed_at":"2020-06-03T20:08:40.000Z","size":17,"stargazers_count":90,"open_issues_count":6,"forks_count":22,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-05-09T22:34:33.798Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/wac81.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-05-29T05:58:56.000Z","updated_at":"2025-04-25T09:06:58.000Z","dependencies_parsed_at":"2022-07-14T07:10:35.664Z","dependency_job_id":null,"html_url":"https://github.com/wac81/textda","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/wac81/textda","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wac81%2Ftextda","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wac81%2Ftextda/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wac81%2Ftextda/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wac81%2Ftextda/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wac81","download_url":"https://codeload.github.com/wac81/textda/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wac81%2Ftextda/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30633031,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-17T17:32:55.572Z","status":"ssl_error","status_checked_at":"2026-03-17T17:32:38.732Z","response_time":56,"last_error":"SSL_read: 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":[],"created_at":"2024-08-03T09:01:57.724Z","updated_at":"2026-03-17T21:58:57.253Z","avatar_url":"https://github.com/wac81.png","language":"Python","funding_links":[],"categories":["其他_NLP自然语言处理"],"sub_categories":["其他_文本生成、文本对话"],"readme":"# This is Data Augmentation for Chinese text for Python3\n\n## Usage\n### you have two func for Chinese text Data Augmentation \n\n### Install textda\npip install:\n\n```bash\npip install textda\n```\n\n1. you can expansion data use **data_expansion**\n```python\nfrom textda.data_expansion import *\nprint(data_expansion('生活里的惬意，无需等到春暖花开')) \n\n```\noutput:\n\n```python\n['生活里面的惬意，无需等到春暖花开', \n'生活里的等到春暖花开',\n'生活里无需惬意，的等到春暖花开', \n'生活里的惬意，无需等到春暖花开', \n'生活里的惬意，并不需要等到春暖花开', \n'生活无需的惬意，里等到春暖花开', \n'生活里的惬意，等到无需春暖花开']\n\n```\n\nparam explain：\n\n    :param sentence: input sentence text\n    :param alpha_sr: Replace synonym control param. bigger means more words are Replace\n    :param alpha_ri: Random insert. bigger means more words are Insert\n    :param alpha_rs: Random swap. bigger means more words are swap\n    :param p_rd: Random delete. bigger means more words are deleted\n    :param num_aug: How many times do you repeat each method\n\n- you can use parameters alpha_sr, alpha_ri, alpha_rs, p_rd, num_aug can control ouput.\n\n    if you set alpha_ri and alpha_rs is 0 that means use **linear classifier** for it, and insensitive to word location\n    \n    like this:\n  ```python\n    \n  from textda.data_expansion import *\n\n  print(data_expansion('生活里的惬意，无需等到春暖花开', alpha_ri=0, alpha_rs=0))\n  \n  ```\n  output:\n    \n  ```python\n  ['生活里的惬意，无需等到春暖花开', \n      '，无需春暖花开', \n      '生活里面的惬意，无需等到春暖花开', \n      '生活里的惬意，需等到春暖花开']\n    \n  ```\n     \n\n\n2. you can use **translate_batch** like this:\n\n```python\nfrom textda.youdao_translate import *\ndir = './data'\ntranslate_batch(os.path.join(dir, 'insurance_train'), batch_num=30)\n\n```\n\n```\n# translate results:  chinese-\u003eenglish and english -\u003e chinese\n\n颜色碰掉了一个角不延迟,但事情或他们不赠送,或发送,眉笔打开已经破碎,磨山楂,也不打破一只手,轻轻刷掉,持久性不长,\n这个用户没有填写评价内容\n颜色非常不喜欢它\n不说话,缓慢的新领域\n不太容易染好骑吗\n不是很好我喜欢!\n没有颜色的眼影\n应该有大礼物盒眼影,礼物不礼物盒,没有一起破碎粉碎好的眼影不买礼物清洁剂脏就像商品是压力\n没有生产日期,我不知道是否真实,总是觉得有点奇怪\n是一个小飞粉吗\n但是一些混合的颜色\n有几次,现在这个东西,笔是空的\n眼影有点小,少一点。\n不好的颜色,粉红色\n明星不想买,坏了,不容易,不要在乎太多!\n一开始我已经联系快递,快递一直拖,说他将返回将联系快递服务\n画不是,是不好的\n物理和照片有很大的区别\n不要把眼影刷不是很方便\n感觉好干,颜色更暗\n打破了在运输途中,有点太脆弱…\n盒子有点坏了,还没有发送。\n\n```\n\nparam explain：\n\n    :param file_path: src file path\n    :param batch_num: default 30\n    :param reWrite: default True. means you can rewrite file , False means you can append data after this file.\n    :param suffix: new file suffix\n\n\n\n## Reference:\n\nhttps://github.com/jasonwei20/eda_nlp\n\nCode for the ICLR 2019 Workshop paper: Easy data augmentation techniques for boosting performance on text classification tasks. https://arxiv.org/abs/1901.11196\n\n\n## License\n\n[MIT](./LICENSE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwac81%2Ftextda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwac81%2Ftextda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwac81%2Ftextda/lists"}