{"id":18519230,"url":"https://github.com/sun1638650145/a2pi2","last_synced_at":"2025-04-09T08:32:09.495Z","repository":{"id":45766272,"uuid":"240660861","full_name":"sun1638650145/A2PI2","owner":"sun1638650145","description":"机器学习使用过的API中文版及机器学习的理论知识","archived":false,"fork":false,"pushed_at":"2024-04-13T06:31:30.000Z","size":24619,"stargazers_count":13,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"version2.2","last_synced_at":"2024-04-13T20:54:23.411Z","etag":null,"topics":["deep-learning","documentation","machine-learning","markdown"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sun1638650145.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2020-02-15T07:07:49.000Z","updated_at":"2024-04-23T13:54:46.349Z","dependencies_parsed_at":"2024-04-13T07:34:04.043Z","dependency_job_id":"054713cc-ce09-43ac-8130-32123938509e","html_url":"https://github.com/sun1638650145/A2PI2","commit_stats":null,"previous_names":[],"tags_count":113,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sun1638650145%2FA2PI2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sun1638650145%2FA2PI2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sun1638650145%2FA2PI2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sun1638650145%2FA2PI2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sun1638650145","download_url":"https://codeload.github.com/sun1638650145/A2PI2/tar.gz/refs/heads/version2.2","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248003292,"owners_count":21031765,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["deep-learning","documentation","machine-learning","markdown"],"created_at":"2024-11-06T17:15:44.420Z","updated_at":"2025-04-09T08:32:09.168Z","avatar_url":"https://github.com/sun1638650145.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# A²PI²\n\n* \u003cb\u003eAPI.md\u003c/b\u003e 深度学习和机器学习框架的中文API\n\n* \u003cb\u003eML.md\u003c/b\u003e 机器学习理论\n\n  * 如果您希望实践这些理论，却没有那么强的编程能力可考虑本人的配套框架[classicML](https://github.com/sun1638650145/classicML)\n\n     ```shell\n     pip install classicML  # 或 pip install classicML-python\n     ```\n     \n  * 增加集成学习内容\n\n* \u003cb\u003eTensorFlow.md\u003c/b\u003e TensorFlow 生态的中文API\n\n* \u003cb\u003eGPU.md\u003c/b\u003e GPU编程的中文API\n\n* \u003cb\u003ePyTorch.md\u003c/b\u003e PyTorch 生态的中文API\n\n* 由于作者本人错误的之前上传一堆打包的pdf文件导致项目很大\n\n  1. 您如果只想看文档，请直接下载releases中的PDF，每次提交都会更新\n\n  2. 如果您的网速不可观，您又想查看markdown文件内容，请\n\n     ```shell\n     git clone https://github.com/sun1638650145/A2PI2.git --depth=1\n     ```\n\n* 欢迎交流\n\n## A²PI²代码🌰\n\n1. [使用Keras构建CRNN](https://github.com/sun1638650145/CRNN)\n2. [使用Keras和transformers实现文本提取类任务](https://github.com/sun1638650145/TextExtraction)\n3. [使用Keras构建RetinaNet](https://github.com/sun1638650145/RetinaNet)\n4. 更多内容 coming soon\n\n## 时间🤖️\n\n时间机器在2021年的第一次提交被发明，它被用来记录更新的大事件。\n\n\u003e ```20201230```不出意外应该是2020年的最后一次更新，这一年本仓库提交了```70```次，写了一共```7686```行，整理超过```20```个软件包的内容，涵盖了```Python``` ```JavaScript``` ```C++```三种编程语言；感谢每颗star，感谢支持，我们明年见！\n\n\u003e```20210114```这是2021年的第一次更新.\n\n\u003e`20210723`正式推送`v2.2`.\n\n\u003e `20211230` 今年没有更新`ML.md`多少有些遗憾，今年这个仓库提交了`80`次，一共增加了`2848`行，比去年多增加了`2`个软件包的内容，今年还贡献了`tensorflow_text`和获得了`TensorFlow Developer Certificate`，明年需要更加努力！\n\n\u003e ```20220110```这是2022年的第一次更新.\n\n\u003e `20220322`新增关于`CUDA`的内容, 同时获得了英伟达的`Fundamentals of Accelerated Computing with CUDA C/C++`学习证书.\n\n\u003e `20220408`新增关于`PyTorch`的内容.\n\n\u003e `20220415`新增关于`Metal`的内容.\n\n\u003e `20230103`去年一共提交`56`次, 增加了`4043`行代码, 比`2022`年新增加了`9`个软件包, 涉及到强化学习, 设备端机器学习还有`GPU`并行计算的新内容, `2022`年学到了很多新东西, 小小心愿今年也要更加努力呀!\n\n\u003e `20240201`去年只提交了`11`次, 增加了`480`行代码, 似乎进入了某种平台期, 只好勉励自己新的一年更加努力吧!\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsun1638650145%2Fa2pi2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsun1638650145%2Fa2pi2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsun1638650145%2Fa2pi2/lists"}