| # | September 2023 | September 9, 2023 |
|---|---|---|
| 1 | fishdraw | This project is used to randomly generate a fish. This fish is particularly weird. This project does not rely on any library and supports svg, json, csv and other formats. |
| 2 | vizro | A toolkit for creating modular data visualization applications. Quickly assemble custom dashboards on your own in minutes—no advanced coding or design experience required—to create flexible and scalable, Python-enabled data visualization applications. Use a few lines of simple configuration to create complex dashboards, which are automatically assembled using libraries like Plotly and Dash, with built-in coding and design best practices. Define advanced categories in configuration, including: Components: Create charts, Controls such as tables, input/output interfaces: Create filters, parameter inputs and custom actions Controller pages, layout and navigation: Create multiple pages with customizable layouts and flexible navigation across pages Actions and interactions: Create charts Interaction between and using predefined or custom operations (such as export) Configurations can be written in a variety of formats, including Pydantic models, JSON, YAML, or Python dictionaries, to increase implementation flexibility Optional high-code extensions allow Modular approach for nearly unlimited customization, combining the best of low-code and high-code - for flexible, scalable, Python-enabled data visualization applications |
| 3 | 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 back-end 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. |
| 4 | 12306 | 12306 smart ticket swiping and booking |
| 5 | classical-modern | A very comprehensive parallel corpus of classical Chinese (ancient Chinese) and modern Chinese, basically covering most of the classic ancient books. The original ancient texts contain a total of 327 books. The bilingual data contains a total of 97 books, which contain sentence-level aligned sentences for a total of 972,467 sentence pairs. |
| 6 | open-interpreter | An open source code interpreter that can be run directly in your terminal locally. It not only has the functions that GPT-4 originally had, but the key is that it can also be connected to the Internet. . The release of code-interpreter with GPT-4 by OpenAI provides an excellent opportunity to use ChatGPT for practical tasks. However, OpenAI's services are hosted, closed source, and severely restricted: no network access. Limited set of pre-installed packages. Maximum upload size 100 MB, run time limit 120.0 seconds. When the environment terminates, the state (and any generated files or links) will be cleared. Open Interpreter overcomes these limitations by running in a local environment. It has full access to the internet, no time or file size limitations, and can leverage any package or library. This combines the power of the GPT-4 code interpreter with the flexibility of a local development environment. |
| 7 | weekly | Front-end intensive reading weekly. Help you understand the most cutting-edge and practical technology. |
| 8 | awesome-quant | Quantitative resources collection |
| 9 | 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. |
| 10 | Fooocus | An image generation software that rethinks the design concepts of Stable Diffusion and Midjourney. Drawing on the ideas of Stable Diffusion, Fooocus is an offline, open source, free software; and from Midjourney, it abandons tedious manual adjustments, allowing users to only focus on prompts and image generation. It can be called a Metadrone alternative. Its author, Ilias Avil, is also the original author of stable diffusion control net. He used his experience in optimizing performance to successfully optimize the calculation process of SDXL so that mid- to low-end graphics cards can run efficiently. He did not pursue large and comprehensive functions, but made a lot of performance optimization and improvements with a built-in comfyUI, leaving the user with an extremely simple interface. In addition to inputting prompt words and selecting models, There is almost no need to make any other settings, all settings are optimized by the author. In short, he put a deeply optimized minimalist version of the shell outside comfyUI. |
| 11 | Ultimate Vocal Remover | Ceiling-level vocal accompaniment extraction artifact, an open source vocal separation software, uses the most advanced sound source separation model to remove vocals from audio files. The installer is about 3.5G in size and is suitable for Windows 10 or higher. It can also be installed and run on Mac and Linux, but some functions may not be available. |
Category: Python open source project monthly rankingTags: Visualization Audio Image