Python Trend Weekly, browse the most popular Python open source projects such as GitHub and Gitee on a weekly basis. The selected projects mainly refer to GitHub Trending , and some refer to Gitee and others. The rankings are in no particular order, and they are all relatively popular projects of the week.
Selection formula = 70% GitHub Trending + 20% Gitee + 10% others
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| # | Week 25, 2023 | July 8, 2023 |
|---|---|---|
| 1 | LLMSurvey | A collection of papers and resources related to large language models |
| 2 | Price-Tracking-Web-Scraper | A crawler that tracks Amazon prices. But you can also grab price information from other websites through configuration. |
| 3 | h2ogpt | An application similar to ChatGPT open sourced by H2O. It is the result of fine-tuning based on the GPT-NeoX-20b model released by EleutherAI. A dataset collected by H2O itself is used. The biggest feature of h2oGPT is that it has completely loose and commercially available code, data and models. Official Citation Introduction: Applications built on large language models (LLMs) such as GPT-4 represent a revolution in AI because they have human-level capabilities in natural language processing. However, they also face a number of important risks, such as the presence of bias, privacy or harmful text, and unauthorized inclusion of copyright material. We introduce h2oGPT, an open-source repository suite based on the generative pretrained Transformer (GPT) for creating and using LLMs. The goal of this project is to create the world's best true open source alternative, in collaboration with the incredible and unstoppable open source community, we have open sourced multiple optimized h2oGPT models ranging from 700 million parameters to 40 billion parameters, fully open Commercial use under the Apache 2.0 License. Contains 100% natural language private document search among our releases. Open source language models help advance AI by making it more accessible and trustworthy. They lower the barrier to entry, enabling individuals and organizations to tailor these models to their needs. This openness increases innovation, transparency and fairness. |
| 4 | unilm | It can both understand and generate natural language, Microsoft's unified pre-training new model UniLM (Unified Language Model). UNILM is a multi-layer Transformer network that is pre-trained on a large amount of text and optimizes three types of unsupervised language modeling objectives |
| 5 | MetaGPT | Multi-intelligent voxel programming framework: given the boss's requirements, output product documents, architecture design, task list, code |
| 6 | zulip | Live chat software for remote teamwork, a nice open source Slack alternative. Dropbox company develops a group chat software for team communication and collaboration. The most popular of such software is Slac; by contrast, Zulip is still in its infancy. In the Zulip community, Slack has also been viewed as a competitor. There are similar software in China, and interested students can search for it by themselves. |
| 7 | dbt-core | An open-source, free tool that enables data teams to transform data using analytics engineering best practices. You can install and use dbt Core on the command line |
| 8 | dancer | An open source enterprise-level AI question answering system. Answer allows you to ask questions against internal documentation and get reliable answers quoted and referenced from original sources, so you can always trust the results you get. You can connect to many common tools like Slack, GitHub, Confluence, etc. |
| 9 | prowler | A command-line tool for performing cloud security best practice assessments, auditing, incident response, continuous monitoring, hardening, and forensic readiness. Prowler is designed and implemented for AWS, so it can only be used in the AWS environment, and currently does not support other cloud environments. Prowler includes 240+ checks covering security best practices across all AWS regions and most AWS services |
| 10 | sentry | An open source platform for monitoring the health of application code, supporting multiple programming languages, such as Java, Python, JavaScript, etc. It can catch exceptions, errors and events and provide detailed information. Sentry is a modern real-time event log monitoring, recording and aggregation platform based on Django, which is mainly used to quickly find faults. Supports almost all major development languages and platforms, and provides a modern UI that is designed to monitor errors and extract all the information needed to perform appropriate post-mortem actions without any hassle of using standard user feedback loops. Officially provides SDKs in multiple languages, allowing developers to learn about error messages in the first place, and easily integrate them into their own and team's workflow. |
| 11 | sleepy | A static type checker in Python. Find potential bugs in your program without running the code. It can also be added to git hook to realize automatic checking before submitting the code. Mypy has a powerful and easy-to-use type system with modern features such as type inference, generics, callable types, tuple types, union types, and structural subtyping. |
| 12 | blind_watermark | A Python library that can add/analyze digital blind/invisible watermarks based on frequency domain to images. A Python tool that can add and extract image blind watermarks, supports four ways of adding numbers, embedding images, embedding text, and embedding binary. It can prevent effects such as rotation angle, random screenshots, multiple occlusions, vertical cropping, horizontal cropping, and scaling attacks. Image watermark image watermark refers to adding text or graphics to a picture to mark the source of the picture. But the image watermark will destroy the original image. Therefore, another form of watermark, that is, blind image watermark, is more used to mark the source of the image in practice. Image blind watermarking is a watermark invisible to the naked eye, which is added to the original image in an invisible form and will not have a great impact on the quality of the original image. |
| 13 | chinese-poetry | The most complete Chinese ancient poetry database, nearly 14,000 ancient poets in the Tang and Song dynasties, nearly 55,000 Tang poems plus 260,000 Song poems. There are 1,564 poets and 21,050 poems in the Song and Song Dynasties. |
| 14 | qrbtf | Artistic QR Code Generator |