Monthly Ranking of Python Open Source Projects March 2023

 

# March 2023 March 31, 2023
1 Chat Paper Summarize papers through ChatGPT, help researchers to conduct preliminary screening of papers and accelerate scientific research, and use chatgpt to summarize papers + polish + review + review reply
2 Guide A Python library for making simple GUI programs. An easy way to write GUI (Graphical User Interface) programs
3 MoviePy A Python library for video processing, which supports functions such as video editing, custom effects, video composition, format conversion, and text insertion. Focusing on video but not limited to it, it also supports processing audio and GIF images. Although there are a lot of tools for video editing now, if you want to process videos in batches, writing a script with Python+moviepy should save you time once and for all.
4 tiler Mosaic-style image conversion tool. A tool for converting pictures into various smaller tiles. A mosaic-style image conversion tool that supports custom mosaic patterns and symbols. The tool is practical and convenient, and the code is simple and easy to understand. It is suitable for those who are interested in images to learn and get started
5 NetworkX A commonly used Python package in the field of complex network research. It is used to construct and manipulate complex graph structures, and provides algorithms for analyzing graphs.
6 edgedb A new open source database using a graph-relational model. An open source database supported by PostgreSQL at the bottom, while being compatible with the characteristics of relational databases, it combines ORM's declarative mode and GraphQL-style in-depth query. It comes with a WebUI interface that supports functions such as online data editing, query, and relationship visualization.
7 to me A Python framework for creating mathematical animations. It can produce beautiful mathematical animations with simple code, and intuitively explain some complex mathematical problems through animation.
8 xalpha Fund investment management backtesting engine. The project can obtain fund information and net worth, supports accurate investment account record integration, analysis and visualization, simple strategy backtesting and regular investment reminders based on preset strategies, and is suitable for fixed investment and grid types where funds are repeatedly in and out. investor.
9 slit An audio track separation tool based on Tensorflow. Can be used to extract vocals, drums, pianos and other instruments in music
10 AnimeGANv2 A tool that can convert pictures and videos into manga style. The combination of neural style transfer + generative confrontation network (GAN) is adopted, and the conversion speed is fast
11 Real-ESRGAN Manga restoration tool with amazing results. Image super-resolution model, the effect of repairing comic images is amazing. Repair low-resolution and blurred images into high-definition images through AI technology, which can be used for image enlargement and quality improvement.
12 PyG2Plot Python3 visualization library based on G2Plot package. G2Plot is a visual analysis chart library based on chart taxonomy open sourced by Ant Group. It has built-in 25+ common chart types. This library is Python's encapsulation of G2Plot, which has a good experience and works out of the box

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Origin blog.csdn.net/cbbxn/article/details/129907796