Python open source project weekly ranking 2023 week 34

# Week 34, 2023 September 16, 2023
1 Wagtail An open source CMS written in Python and built on the Django framework. The founders of Wagtail are Tom Dyson and David Winterbottom, who are British software developers. First released in 2014, Wagtail is a relatively new CMS. . It is based on the Python programming language and the Django web framework, so it has a strong development ecosystem. Features of Wagtail include: User-friendly interface: Wagtail provides an intuitive user interface that enables users to easily create, edit, and organize website content. Flexible content model: Users can customize the content model to suit a variety of different types of websites, from blogs to e-commerce. Multi-language support: Wagtail supports multi-language websites, allowing users to easily manage content in multiple languages. Security: Wagtail provides many security features to ensure that the website’s data and user information are protected. Community support: Wagtail has an active community that provides a large number of extensions and plug-ins to meet different needs. All in all, Wagtail is a powerful and easy-to-use CMS suitable for a variety of website types, and is widely supported and continuously improved by the developer community.
2 baichuan2 The new generation of open source large language model launched by Baichuan Intelligence is trained with high-quality corpus of 2.6 trillion Tokens. Achieve the best results of the same size on multiple authoritative Chinese, English and multi-language general and domain benchmarks.
3 12306 12306 smart ticket swiping and booking
4 Hard There are many frameworks for deep learning: Tensorflow, Keras, PyTorch, MXNet, PaddlePaddle, etc. So why Keras, because it is simple and easy to use. Keras is a high-level deep learning API written in Python. Keras can run on TensorFlow, Theano or CNTK, which means that the backend engine of Keras can be one of these three, and users can make explicit choices. The important thing is that Keras provides a simple and modular API to build and train the neural networks we need, such as convolutional neural networks, recurrent neural networks, etc. Another advantage is that using Keras you don’t have to worry about the complex details of most function implementations, which is really great.
5 instagraph Convert text or URL to knowledge graph and display
6 awesome-quant Quantitative resources collection
7 ChatDev It is planned to be a virtual software company operated by multi-agent collaboration. After the human "user" specifies a specific task requirement, agents with different roles will interactively collaborate to produce a complete software (including source code, environment dependency instructions) , user manual, etc.). This technology provides new possibilities for software development automation, supports fast, efficient and cost-effective software production, and will effectively free some manpower from the heavy labor of traditional software development in the future. Facewall Intelligence teamed up with researchers from the NLP Laboratory of Tsinghua University, Beijing University of Posts and Telecommunications, Brown University, etc. to jointly release a large model-driven full-process automated software development framework ChatDev (Chat-powered Software Development), joining the OpenBMB large model tool system.
8 DiffBIR Make blurry pictures clear
9 CS-Notes Essential basic knowledge for technical interviews, Leetcode, computer operating system, computer network, system design
10 awesome-soc-analyst Security Operations Center (SOC), a helpful resource for SOC analysts and S candidates

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Origin blog.csdn.net/cbbxn/article/details/132946547