# TinyMCE
TinyMCE is the world’s most popular open source web-based WYSIWYG editor.
Trusted and loved by millions of developers, and integrated into thousands of applications, such as:
- Content management systems (CMSs)
- Learning management systems (LMSs)
- Customer relationship management (CRM) and marketing automation systems
- Email marketing systems
- Content creation in SaaS systems
<p align="center">
<img alt="Screenshot of the TinyMCE Editor" src="https://www.tiny.cloud/storage/github-readme-images/tinymce-editor.png"\>
</p>
## Our Tiny contribution
Content is powerful. It can be used to inform, educate, connect, learn, and inspire change.
More online applications are providing a platform for people to benefit from the transformational power of content.
With this in mind, as technology continues to advance and evolve, we want to make sure people will always have access to the best tools for creating content, enabling them to participate freely and seamlessly without barriers.
TinyMCE easily integrates into applications of all types and sizes, to provide the best content creation experience possible.
<p align="center">
<img alt="Tiny Technologies Logo" src="https://www.tiny.cloud/storage/github-readme-images/tiny-image.png"\>
</p>
## Try the demo
You can access a [full featured demo of TinyMCE](https://www.tiny.cloud/docs/demo/full-featured/) in the docs on the Tiny website.
## Get started with TinyMCE
Get an instance of TinyMCE up and running quickly with the [TinyMCE quick start guide](https://www.tiny.cloud/docs/quick-start/).
TinyMCE provides a range of configuration options that allow you to integrate it into your application. Start customizing with a [basic setup](https://www.tiny.cloud/docs/general-configuration-guide/basic-setup/).
Configure it for one of three modes of editing:
- [TinyMCE classic editing mode](https://www.tiny.cloud/docs/general-configuration-guide/use-tinymce-classic/).
- [TinyMCE inline editing mode](https://www.tiny.cloud/docs/general-configuration-guide/use-tinymce-inline/).
- [TinyMCE distraction-free editing mode](https://www.tiny.cloud/docs/general-configuration-guide/use-tinymce-distraction-free/).
## Features
### Integration
TinyMCE is easily integrated into your projects with the help of components such as:
- [tinymce-react](https://github.com/tinymce/tinymce-react)
- [tinymce-vue](https://github.com/tinymce/tinymce-vue)
- [tinymce-angular](https://github.com/tinymce/tinymce-angular)
See the Tiny docs for a full list of [integration components](https://www.tiny.cloud/docs/integrations/).
### Customization
It is easy to [configure the UI](https://www.tiny.cloud/docs/general-configuration-guide/customize-ui/) to match the design of your site and applications, and you can [configure the editor](https://www.tiny.cloud/docs/general-configuration-guide/basic-setup/) with as much or as little functionality as you like, depending on your users and requirements.
With [50+ powerful plugins available](https://www.tiny.cloud/apps/), adding additional functionality is as simple as including a single line of code. Realizing the full power of most plugins requires only a few lines more.
### Extensibility
Sometimes your business requirements can be quite unique, and you need the freedom and flexibility to innovate. View the source code and develop your own extensions for custom functionality to meet your own requirements. The [API](https://www.tiny.cloud/docs/api/) is exposed to make it easier for you to write custom functionality that fits within the existing framework of TinyMCE [UI components](https://www.tiny.cloud/docs/ui-components/).
## Compiling and contributing
As TinyMCE transitioned to a modern codebase through 2017 and 2018, many external dependencies were added from previously closed-source projects. This became unwieldy to develop, so in June 2019 the decision was made to bring those projects together in a monorepo.
For information on compiling and contributing, see: [contribution guidelines](https://github.com/tinymce/tinymce/blob/master/CONTRIBUTING.md).
## Want more information?
Visit the [TinyMCE home page](https://tiny.cloud/) and check out the [TinyMCE documentation](https://www.tiny.cloud/docs/).
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基于Python协同过滤算法的电影推荐系统带vue前后端分离-毕业设计(包含论文).zip
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基于Python协同过滤算法的电影推荐系统带vue前后端分离-毕业设计(包含论文)协同过滤算法(Collaborative Filtering)是一种经典的推荐算法,其基本原理是“协同大家的反馈、评价和意见,一起对海量的信息进行过滤,从中筛选出用户可能感兴趣的信息”。它主要依赖于用户和物品之间的行为关系进行推荐。 协同过滤算法主要分为两类: 基于物品的协同过滤算法:给用户推荐与他之前喜欢的物品相似的物品。 基于用户的协同过滤算法:给用户推荐与他兴趣相似的用户喜欢的物品。 协同过滤算法的优点包括: 无需事先对商品或用户进行分类或标注,适用于各种类型的数据。 算法简单易懂,容易实现和部署。 推荐结果准确性较高,能够为用户提供个性化的推荐服务。 然而,协同过滤算法也存在一些缺点: 对数据量和数据质量要求较高,需要大量的历史数据和较高的数据质量。 容易受到“冷启动”问题的影响,即对新用户或新商品的推荐效果较差。 存在“同质化”问题,即推荐结果容易出现重复或相似的情况。 协同过滤算法在多个场景中有广泛的应用,如电商推荐系统、社交网络推荐和视频推荐系统等。在这些场景中,协同过滤算法可以根据用户的历史行为数据,推荐与用户兴趣相似的商品、用户或内容,从而提高用户的购买转化率、活跃度和社交体验。 未来,协同过滤算法的发展方向可能是结合其他推荐算法形成混合推荐系统,以充分发挥各算法的优势。
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基于Python协同过滤算法的电影推荐系统带vue前后端分离-毕业设计(包含论文).zip (689个子文件)
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