{"id":14958261,"url":"https://github.com/morvanzhou/tutorials","last_synced_at":"2025-04-29T18:48:34.485Z","repository":{"id":37430844,"uuid":"59944455","full_name":"MorvanZhou/tutorials","owner":"MorvanZhou","description":"机器学习相关教程","archived":false,"fork":false,"pushed_at":"2020-12-22T22:02:58.000Z","size":62652,"stargazers_count":12166,"open_issues_count":15,"forks_count":5716,"subscribers_count":666,"default_branch":"master","last_synced_at":"2025-04-10T00:11:10.178Z","etag":null,"topics":["machine-learning","multiprocessing","neural-network","numpy","python","sklearn","tensorflow","theano","threading"],"latest_commit_sha":null,"homepage":"https://morvanzhou.github.io/tutorials","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/MorvanZhou.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}},"created_at":"2016-05-29T13:29:44.000Z","updated_at":"2025-04-09T14:47:36.000Z","dependencies_parsed_at":"2022-07-14T04:10:33.734Z","dependency_job_id":null,"html_url":"https://github.com/MorvanZhou/tutorials","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MorvanZhou%2Ftutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MorvanZhou%2Ftutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MorvanZhou%2Ftutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MorvanZhou%2Ftutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MorvanZhou","download_url":"https://codeload.github.com/MorvanZhou/tutorials/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251563575,"owners_count":21609754,"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":["machine-learning","multiprocessing","neural-network","numpy","python","sklearn","tensorflow","theano","threading"],"created_at":"2024-09-24T13:16:37.791Z","updated_at":"2025-04-29T18:48:34.462Z","avatar_url":"https://github.com/MorvanZhou.png","language":"Python","readme":"\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://mofanpy.com/tutorials/\" target=\"_blank\"\u003e\n    \u003cimg width=\"60%\" src=\"%E7%89%87%E5%A4%B4.png\" style=\"max-width:100%;\"\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\n\n\u003cbr\u003e\n\n我是 周沫凡, [莫烦Python](https://mofanpy.com/) 只是谐音, 我喜欢制作,\n分享所学的东西, 所以你能在这里找到很多有用的东西, 少走弯路. 你能在[这里](https://mofanpy.com/about/)找到关于我的所有东西.\n\n## 这个 Python tutorial 的一些内容:\n\n* [Python 基础](https://mofanpy.com/tutorials/python-basic/)\n  * [基础](https://mofanpy.com/tutorials/python-basic/basic/)\n  * [多线程 threading](https://mofanpy.com/tutorials/python-basic/threading/)\n  * [多进程 multiprocessing](https://mofanpy.com/tutorials/python-basic/multiprocessing/)\n  * [简单窗口 tkinter](https://mofanpy.com/tutorials/python-basic/tkinter/)\n* [机器学习](https://mofanpy.com/tutorials/machine-learning/)\n  * [有趣的机器学习](https://mofanpy.com/tutorials/machine-learning/ML-intro/)\n  * [强化学习 (Reinforcement Learning)](https://mofanpy.com/tutorials/machine-learning/reinforcement-learning/)\n  * [进化算法 (Evolutionary Algorithm) 如遗传算法等](https://mofanpy.com/tutorials/machine-learning/evolutionary-algorithm/)\n  * [Tensorflow (神经网络)](https://mofanpy.com/tutorials/machine-learning/tensorflow/)\n  * [PyTorch (神经网络)](https://mofanpy.com/tutorials/machine-learning/torch/)\n  * [Theano (神经网络)](https://mofanpy.com/tutorials/machine-learning/theano/)\n  * [Keras (快速神经网络)](https://mofanpy.com/tutorials/machine-learning/keras/)\n  * [Scikit-Learn (机器学习)](https://mofanpy.com/tutorials/machine-learning/sklearn/)\n  * [机器学习实战](https://mofanpy.com/tutorials/machine-learning/ML-practice/)\n* [数据处理](https://mofanpy.com/tutorials/data-manipulation/)\n  * [Numpy \u0026 Pandas (处理数据)](https://mofanpy.com/tutorials/data-manipulation/np-pd/)\n  * [Matplotlib (绘图)](https://mofanpy.com/tutorials/data-manipulation/plt/)\n  * [爬虫](https://mofanpy.com/tutorials/data-manipulation/scraping/)\n* [其他](https://mofanpy.com/tutorials/others/)\n  * [Git (版本管理)](https://mofanpy.com/tutorials/others/git/)\n  * [Linux 简易教学](https://mofanpy.com/tutorials/others/linux-basic/)\n\n## 赞助和支持\n\n这些 tutorial 都是我用业余时间写出来, 录成视频, 如果你觉得它对你很有帮助, 请你也分享给需要学习的朋友们.\n如果你看好我的经验分享, 也请考虑适当的 [赞助打赏](https://mofanpy.com/support/), 让我能继续分享更好的内容给大家.","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmorvanzhou%2Ftutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmorvanzhou%2Ftutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmorvanzhou%2Ftutorials/lists"}