GitHub Trends

11 Oct 2024 13:45

#python #data_analysis #data_science #data_visualization #deep_learning #deploy #gradio #gradio_interface #hacktoberfest #interface #machine_learning #models #python #python_notebook #ui #ui_components

Gradio is a Python package that helps you quickly build and share web demos for your machine learning models or any Python function. You don't need to know JavaScript, CSS, or web hosting to use it. With just a few lines of Python code, you can create a demo and share it via a public link. Gradio offers various tools like the `Interface` class for simple demos, `ChatInterface` for chatbots, and `Blocks` for more complex custom applications. It also allows easy sharing of your demos with others by generating a public URL in seconds. This makes it easy to showcase your work without technical hassle.

https://github.com/gradio-app/gradio

GitHub Trends

11 Oct 2024 13:39

#python #coreml #deep_learning #ios #machine_learning #ml #object_detection #onnx #pytorch #tflite #ultralytics #yolo #yolov3 #yolov5

YOLOv5 is a powerful and easy-to-use AI model for object detection, image segmentation, and classification. It is designed to be fast, accurate, and simple to implement. Here are the key benefits YOLOv5 is straightforward to set up and use, with detailed documentation and tutorials available.
- **Performance** You can use YOLOv5 for object detection, image segmentation, and classification tasks.
- **Community Support** You can run YOLOv5 in various environments such as Google Colab, Paperspace, Kaggle, and Docker.

Overall, YOLOv5 simplifies the process of integrating advanced AI capabilities into your projects.

https://github.com/ultralytics/yolov5

GitHub Trends

11 Oct 2024 13:33

#go #anns #cloud_native #distributed #embedding_database #embedding_similarity #embedding_store #faiss #golang #hnsw #image_search #llm #nearest_neighbor_search #tensor_database #vector_database #vector_search #vector_similarity #vector_store

Milvus is an open-source vector database designed for embedding similarity search and AI applications. It makes unstructured data search more accessible and provides a consistent user experience across different deployment environments. Key features include millisecond search on trillion vector datasets, simplified unstructured data management, reliable and always-on operations, high scalability, and hybrid search capabilities. Milvus is cloud-native, supports multiple SDKs, and has a strong community with extensive documentation and support channels like Discord and mailing lists. Using Milvus benefits users by enabling fast and efficient vector searches, simplifying data management, and ensuring reliability and scalability in their applications.

https://github.com/milvus-io/milvus

GitHub Trends

11 Oct 2024 13:27

#javascript #css #fe_interview #front_end #frontend #frontend_interview #html #interview #interview_questions #javascript #js #node #nodejs #react #resume #vue

If you or your friends love playing badminton, there's a professional badminton tournament system called "点点赛" (Diandiansai) that you can recommend. This system is easy to use and can be experienced by scanning a QR code with WeChat. It's about to become open-source, making it freely available for everyone. Using this system can help organize and manage badminton tournaments more efficiently, enhancing the overall experience for players and organizers alike.

https://github.com/haizlin/fe-interview

GitHub Trends

11 Oct 2024 13:21

#cplusplus

Swift is a powerful and modern programming language that offers several benefits. It has a clean syntax, making it easy to learn and use, and it is memory-safe by default, which helps prevent common programming errors. Swift allows seamless integration with existing C and Objective-C code, making it versatile for various projects. The language supports cross-compilation on multiple platforms including macOS, Ubuntu, Windows, and more, ensuring your programs can run on different operating systems. Additionally, Swift has an active community that welcomes contributions and provides extensive documentation and guides to help you get started quickly. This makes Swift an excellent choice for developers looking to create high-performance applications across various environments.

https://github.com/swiftlang/swift

GitHub Trends

11 Oct 2024 13:15

#other #awesome_list #computer_science #courses #curriculum

The Open Source Society University (OSSU) offers a free, self-taught education in Computer Science using top-quality online materials from institutions like Harvard, MIT, and Princeton. This curriculum is designed to match the standards of an undergraduate computer science degree, minus general education requirements. It includes introductory courses, core subjects like programming, math, systems, theory, security, and applications, as well as advanced electives.

You can complete this program in about two years with 20 hours of study per week. The curriculum is supported by a global community through a Discord server and GitHub interactions. All course materials are free or low-cost, with financial aid options available for some courses.

By following this curriculum, you'll gain a well-rounded education in computer science that prepares you for real-world challenges and opens up various career opportunities. Additionally, you'll have the chance to work on a final project to apply your knowledge practically.

https://github.com/ossu/computer-science

GitHub Trends

11 Oct 2024 13:09

#typescript #api #api_keys #authentication #authorization #gateway #hacktoberfest #open_source #rate_limiter

Unkey is an open-source tool for managing API authentication and authorization. It allows developers to securely manage access to their APIs. The benefit to users is that Unkey provides a free, community-driven solution that can be customized and improved by anyone, ensuring robust security and flexibility in API management. Users can also contribute to the project or get in touch with the team for further discussions.

https://github.com/unkeyed/unkey

GitHub Trends

11 Oct 2024 13:03

#typescript #crm #crm_system #customer #good_first_issue #graphql #hacktoberfest #hacktoberfest2024 #javacript #marketing #monorepo #nestjs #open_source #postgresql #react #reactjs #sales #typescript #web

Twenty is an open-source CRM designed to give you full control and flexibility. Unlike traditional CRMs like Pipedrive and Salesforce, Twenty allows you to contribute, self-host, and customize it according to your business needs. It offers intuitive interfaces inspired by Notion, robust features for managing customers and opportunities, and the ability to integrate with other tools via APIs and webhooks. You can tailor the data model to fit your business, create tasks, track deals, and navigate the app easily with keyboard shortcuts. With frequent updates and a growing community, Twenty aims to empower your business without restrictive vendor lock-in.

https://github.com/twentyhq/twenty

GitHub Trends

11 Oct 2024 12:57

#python #api #async #crawler #douyin #douyin_api #douyin_scraper #douyin_tiktok_api #douyin_tiktok_download #fastapi #no_watermark #online_parsing #python #pywebio #scraper #spider #tiktok #tiktok_api #tiktok_scraper #tiktok_signature #web_scraping

This tool, called "Douyin_TikTok_Download_API," allows you to easily download videos and data from Douyin (Chinese TikTok), TikTok, and Bilibili without watermarks. Here’s how it benefits you The tool is ready to use out of the box and supports API calls, online batch parsing, and downloading.
- **Versatile** Built with PyWebIO, FastAPI, and HTTPX for fast asynchronous data scraping.
- **Customizable** Provides comprehensive API documentation for easy integration into your projects.
- **iOS Integration**: Supports iOS shortcuts for quick video downloads without watermarks.

Overall, this tool simplifies the process of downloading content from these platforms while offering flexibility and high performance.

https://github.com/Evil0ctal/Douyin_TikTok_Download_API

GitHub Trends

11 Oct 2024 12:51

#csharp #actor #c_sharp #dotnet #game #game_engine #meta #metaverse #mmo #mmorpg #server #unity #unity3d #web3

ET是一款强大且灵活的游戏开发框架，专为分布式游戏服务端和客户端设计。它使用C#和.NET Core，支持跨平台开发，可以在Windows和Linux上运行。这里是最重要的信息和用户益处：

- **高效开发** 客户端和服务端都支持热重载，开发者可以修改逻辑代码而无需重启客户端或服务端。
- **共享代码** 支持KCP、ENET、TCP和Websocket协议，提供低延迟、高可靠性的网络通信。Benchmark测试显示其网络性能远超主线程需求。
- **机器人压测** AI开发比行为树更加简单，写起来像写UI一样容易。
- **可视化工具**: 提供客户端和服务端数据可视化功能，方便调试和监控。

这些特点使得ET成为一个非常适合大型游戏开发的框架，能够大大提升开发效率和性能。

https://github.com/egametang/ET

GitHub Trends

10 Oct 2024 16:24

#python #deeplabv3 #image_segmentation #medical_image_segmentation #pspnet #pytorch #realtime_segmentation #retinal_vessel_segmentation #semantic_segmentation #swin_transformer #transformer #vessel_segmentation

MMSegmentation is an open-source semantic segmentation toolbox based on PyTorch, part of the OpenMMLab project. It offers a unified benchmark for various semantic segmentation methods, a modular design allowing easy customization, and support for multiple popular segmentation frameworks like PSPNet and DeepLabV3+. The toolbox is highly efficient and provides detailed tutorials, advanced guides, and support for numerous datasets and backbones. This makes it a powerful tool for researchers and developers to implement and develop new semantic segmentation methods efficiently. By using MMSegmentation, you can leverage its flexibility, extensive features, and community support to enhance your projects in image segmentation tasks.

https://github.com/open-mmlab/mmsegmentation

GitHub Trends

10 Oct 2024 16:18

#cplusplus #arrow

Apache Arrow is a tool that helps big data systems process and move data quickly. It uses an efficient in-memory format to represent different types of data, allowing for fast communication between processes and different environments. Arrow has libraries in many programming languages like C++, Python, Java, and more, making it versatile. It also includes features like zero-copy memory sharing and support for various file formats. Using Apache Arrow can speed up your analytics tasks and make handling large datasets easier.

https://github.com/apache/arrow

GitHub Trends

10 Oct 2024 16:12

#typescript #automation #chrome #chromium #e2e_testing #electron #end_to_end_testing #firefox #javascript #playwright #test #test_automation #testing #testing_tools #web #webkit

Playwright is a powerful tool for testing and automating web applications across different browsers like Chromium, Firefox, and WebKit. It offers a single API to test multiple browsers, ensuring your tests are reliable, fast, and free from flaky results. With features like auto-wait for elements and web-first assertions, Playwright eliminates the need for artificial timeouts. It also supports headless execution on all platforms and provides tools like code generation, an inspector, and trace viewer to make testing easier. This means you can write robust tests quickly and efficiently, saving time and ensuring your web application works perfectly across various browsers and scenarios.

https://github.com/microsoft/playwright

GitHub Trends

10 Oct 2024 16:06

#typescript

Vue.js is a powerful and free open-source framework for building web applications. To get started, you can follow the easy-to-use documentation on vuejs.org. It's supported by many sponsors and contributors, ensuring continuous improvement. For help, you can use the official forum or community chat. If you find any issues or want to contribute, there are clear guidelines to follow. Using Vue.js benefits you by providing a robust and well-maintained tool for creating dynamic web interfaces quickly and efficiently.

https://github.com/vuejs/core

GitHub Trends

10 Oct 2024 16:00

#python #large_language_models #model_para #transformers

Megatron-LM and Megatron-Core are powerful tools for training large language models (LLMs) on NVIDIA GPUs. Megatron-Core offers GPU-optimized techniques and system-level optimizations, allowing you to train custom transformers efficiently. It supports advanced parallelism strategies, activation checkpointing, and distributed optimization to reduce memory usage and improve training speed. You can use Megatron-Core with other frameworks like NVIDIA NeMo for end-to-end solutions or integrate its components into your preferred training framework. This setup enables scalable training of models with hundreds of billions of parameters, making it beneficial for researchers and developers aiming to advance LLM technology.

https://github.com/NVIDIA/Megatron-LM

GitHub Trends

11 Oct 2024 13:42

#other #internships #interview_preparation #jobs #university

This repository provides a comprehensive list of summer 2025 tech internships across various companies in the United States, Canada, and remote positions. Here are the key points Maintained by Pitt Computer Science Club and Simplify, ensuring continuous updates.
- **Locations** Features internships from top tech companies like Amazon, Google, Microsoft, Facebook, and many more.
- **Roles**
- A guide called "Zero to Offer" for navigating the internship process.
- Email updates available through the SWE List tool.
- Autofill application feature via Simplify’s extension to streamline the application process.

To contribute, submit an issue following the provided guidelines. This resource is invaluable for students seeking tech internships in summer 2025.

https://github.com/SimplifyJobs/Summer2025-Internships

GitHub Trends

11 Oct 2024 13:36

#cplusplus

Atmosphère is a customized firmware for the Nintendo Switch that allows you to modify and extend your console's capabilities. It includes several components like Fusée, Exosphère, Thermosphère, Stratosphère, and Troposphère, each serving different functions such as loading custom software, supporting virtualized NAND images, and adding new features to the operating system. This software is free and open-source under the GPLv2 license. Using Atmosphère can give you more control over your Switch, allow for customizations and enhancements, and provide a community-driven alternative to the standard firmware.

https://github.com/Atmosphere-NX/Atmosphere

GitHub Trends

11 Oct 2024 13:30

#cplusplus

Magisk is a free, open-source tool that helps you customize your Android device if it's running Android 6.0 or higher. It offers several key features: **MagiskSU** for giving apps root access, **Magisk Modules** to modify system partitions, **MagiskBoot** for working with boot images, and **Zygisk** to run code in every app process. By using Magisk, you can enhance your device's capabilities and personalize it more than what's possible with standard settings. You can download Magisk from the official GitHub page and find detailed installation instructions and documentation there as well.

https://github.com/topjohnwu/Magisk

GitHub Trends

11 Oct 2024 13:24

#rust #deno #javascript #rust #typescript

Deno is a powerful tool for developers that allows you to run JavaScript, TypeScript, and WebAssembly with strong security features. It's built on top of V8, Rust, and Tokio, making it reliable and efficient. You can easily install Deno using simple commands on Mac, Linux, or Windows. Once installed, you can create web servers or other applications quickly. For example, you can write a simple "Hello World" web server in TypeScript and run it locally with just a few lines of code. Deno also offers extensive documentation and community resources to help you get started and stay updated.

The benefit to you is that Deno provides a secure and user-friendly environment to develop web applications quickly and efficiently, with robust support from its community and detailed documentation.

https://github.com/denoland/deno

GitHub Trends

11 Oct 2024 13:18

#java #bigquery #database #dbt #delta_lake #elt #etl #hadoop #hive #hudi #iceberg #lakehouse #olap #query_engine #real_time #redshift #snowflake #spark #sql

Apache Doris is a high-performance, real-time analytical database that offers several benefits. It is easy to use with a simple architecture and supports standard SQL, making it compatible with MySQL tools. Doris delivers extremely fast query performance, even under massive data loads, making it ideal for scenarios like report analysis, ad-hoc queries, unified data warehouses, and data lake queries. It also supports federated querying of various data sources and has rich ecosystem integrations with tools like Spark and Flink. This makes Apache Doris a versatile and powerful tool for handling complex analytical tasks efficiently.

https://github.com/apache/doris

GitHub Trends

11 Oct 2024 13:12

#swift #animation #bodymovin #custom_transitions #ios #ios_animation #ios_transition #keyframes #swift #transition_animation

Lottie is a powerful tool for adding animations to your iOS, macOS, tvOS, and other apps. It allows designers to create beautiful animations that can be easily integrated into your app without needing extensive coding. These animations are lightweight and can be played, resized, looped, sped up, slowed down, or even changed at runtime. You can install Lottie using Swift Package Manager, CocoaPods, or Carthage. This makes it easy to enhance your app's user experience with engaging and dynamic visuals without collecting any user data.

https://github.com/airbnb/lottie-ios

GitHub Trends

11 Oct 2024 13:06

#typescript #dataroom #hacktoberfest #next_auth #nextjs #open_source #pdf #postgresql #prisma #tailwindcss #typescript #zod

Papermark is a free, open-source tool that lets you share documents securely, just like DocSend. You can create custom links to share your documents, add your own branding and domain, and get analytics to see how people interact with your documents. It's self-hosted, so you can control it fully. To use Papermark, you need to set up some technical tools like Node.js and a PostgreSQL database, but it gives you the flexibility to customize and extend it as needed. This makes it a powerful option for those who want more control over their document sharing process.

https://github.com/mfts/papermark

GitHub Trends

11 Oct 2024 13:00

#typescript #audio_player #deep_learning #electron #emby #jellyfin #librosa #media_server #music #music_player #music_server #navidrome #nsmusics #player #subsonic #vue3

NSMusicS is a free, open-source music platform designed to work on various operating systems like Windows, Linux, and macOS. It supports multiple streaming servers and offers features such as music library management and internationalization. The platform includes desktop, mobile, and server components, ensuring compatibility and data interoperability across different devices. This means users can enjoy a seamless music experience without relying on proprietary software, making it user-friendly and accessible globally.

https://github.com/Super-Badmen-Viper/NSMusicS

GitHub Trends

11 Oct 2024 12:54

#typescript #bpmn #diagram #flow #flowchart #graph #mvvm #visualization

LogicFlow is a powerful tool for creating and editing flowcharts. It offers a user-friendly interface to visualize, create, and manage complex logic flowcharts easily. You can customize nodes, connectors, and styles to fit your specific needs. Additionally, it supports various plugins and allows data conversion with other backend engines like BPMN and Turbo. This flexibility makes it easy to integrate into your business systems without requiring extensive coding knowledge.

The benefit to you is that you can quickly and efficiently create customized flowcharts that meet your business requirements, all while having the option to extend its capabilities with custom plugins and integrations.

https://github.com/didi/LogicFlow

GitHub Trends

10 Oct 2024 16:27

#python

AlphaFold is a powerful tool for predicting protein structures. Here’s how it benefits you:

AlphaFold allows you to predict the 3D structure of proteins from their amino acid sequences. It uses advanced machine learning models and large genetic databases to make highly accurate predictions. You can run AlphaFold on a Linux machine with an NVIDIA GPU, and it provides various models (monomer, multimer) to handle different types of protein structures. The process involves downloading genetic databases, setting up the environment, and running the prediction script. The output includes predicted structures, confidence scores, and other useful metadata.

This tool is particularly useful for researchers and scientists who need to understand protein structures for drug design, disease research, or other biological studies. By using AlphaFold, you can save time and resources compared to experimental methods like X-ray crystallography or NMR spectroscopy, while still achieving high accuracy in your predictions.

https://github.com/google-deepmind/alphafold

GitHub Trends

10 Oct 2024 16:21

#go #docker #docker_compose #go #golang #orchestration

Docker Compose is a tool that helps you run multiple containers for your application easily. You define how your containers should be set up using a Compose file, and then you can start your entire application with just one command: `docker compose up`. This makes it simple to manage and run complex applications. You can get Docker Compose through Docker Desktop on Windows and macOS, or download it manually for Linux. Using Docker Compose saves time and effort by automating the setup and execution of your multi-container applications.

https://github.com/docker/compose

GitHub Trends

10 Oct 2024 16:15

#python #beit #beit_3 #bitnet #deepnet #document_ai #foundation_models #kosmos #kosmos_1 #layoutlm #layoutxlm #llm #minilm #mllm #multimodal #nlp #pre_trained_model #textdiffuser #trocr #unilm #xlm_e

Microsoft is developing advanced AI models through large-scale self-supervised pre-training across various tasks, languages, and modalities. These models, such as Foundation Transformers (Magneto) and Kosmos-2.5, are designed to be highly generalizable and capable of handling multiple tasks like language understanding, vision, speech, and multimodal interactions. The benefit to users includes state-of-the-art performance in document AI, speech recognition, machine translation, and more, making these models highly versatile and efficient for a wide range of applications. Additionally, tools like TorchScale and Aggressive Decoding enhance stability, efficiency, and speed in model training and deployment.

https://github.com/microsoft/unilm

GitHub Trends

10 Oct 2024 16:09

#php #cloud #collaboration #decentralized #design #distributed #enterprise #federation #file_sharing #free_software #hacktoberfest #javascript #nextcloud #open_source #opensource #owncloud #php #self_hosting #sharing #usability #ux

Nextcloud is a powerful tool that lets you store, sync, and share your files, contacts, calendars, and more on a server you control. It offers robust security features like encryption and two-factor authentication. You can expand its capabilities with hundreds of apps for tasks such as video chat, mail, and calendar management. Nextcloud allows you to access your data from any device and share it securely with others. Whether you're an individual or part of an organization, Nextcloud provides a safe home for all your data while giving you the flexibility to customize it according to your needs.

https://github.com/nextcloud/server

GitHub Trends

10 Oct 2024 16:03

#go #consul #docker #etcd #go #golang #kubernetes #letsencrypt #load_balancer #marathon #mesos #microservice #reverse_proxy #traefik #zookeeper

Traefik is a tool that makes it easy to manage traffic to your microservices. It automatically configures itself by listening to your service registry or orchestrator, such as Docker, Kubernetes, or Consul, so you don't have to manually update routes every time you change your services. This saves you time and effort in managing complex environments. Traefik also supports features like load balancing, HTTPS with Let's Encrypt, and provides a simple web UI for monitoring. Overall, it simplifies the process of exposing your microservices to the outside world.

https://github.com/traefik/traefik

GitHub Trends

10 Oct 2024 15:57

#python #age_estimation #arcface #face_alignment #face_detection #face_recognition #mxnet #oneflow #paddlepaddle #pytorch #retinaface

InsightFace is an open-source toolbox for 2D and 3D face analysis, using PyTorch and MXNet. It offers advanced algorithms for face recognition, detection, and alignment, optimized for both training and deployment. The project includes pre-trained models, various network backbones, and support for multiple operating systems. You can use it for non-commercial research purposes under the MIT License. Key features include integrated face-swapping models that outperform many commercial products, a cross-platform face recognition SDK, and participation in several challenges where InsightFace has achieved top rankings. This tool benefits users by providing robust and efficient face analysis capabilities with easy integration into their projects.

https://github.com/deepinsight/insightface