GitHub Trends

16 Oct 2024 23:30

#typescript #api #api_client #api_rest #api_testing #developer_tools #graphql #hacktoberfest #http #http_client #pwa #rest #rest_api #spa #testing #testing_tools #tools #vue #vuejs #websocket

Hoppscotch is an open-source tool that helps you develop and test APIs quickly and efficiently. It allows you to send various types of HTTP requests (like GET, POST, PUT, DELETE) and see the responses in real time. You can customize the appearance with different themes and colors, and it supports features like WebSocket, Server-Sent Events, and GraphQL. It also offers authorization options, request parameters, and the ability to save and organize your requests in collections. Additionally, Hoppscotch allows team collaboration, keyboard shortcuts for efficiency, and synchronization across devices. This tool saves you time by making API development faster and more organized.

https://github.com/hoppscotch/hoppscotch

GitHub Trends

16 Oct 2024 22:30

#cplusplus #android #audio_processing #c_plus_plus #calculator #computer_vision #deep_learning #framework #graph_based #graph_framework #inference #machine_learning #mediapipe #mobile_development #perception #pipeline_framework #stream_processing #video_processing

MediaPipe is a tool that helps you add smart machine learning features to your apps and devices. It works on mobile, web, desktop, and other devices. You can use pre-made solutions for tasks like vision, text, and audio processing, or customize the models to fit your needs. MediaPipe also offers tools like Model Maker and Studio to help you create and test your solutions easily. This makes it easier to delight your customers with innovative features without needing deep machine learning expertise.

https://github.com/google-ai-edge/mediapipe

GitHub Trends

16 Oct 2024 21:30

#python #deep_learning #graph_neural_networks

DGL (Deep Graph Library) is a powerful and easy-to-use Python package for deep learning on graphs. It allows you to work with graphs on both CPU and GPU, making it highly scalable and efficient, even for large-scale graphs. DGL is compatible with major frameworks like PyTorch, Apache MXNet, and TensorFlow, giving you flexibility in your projects.

The benefits include DGL optimizes communication, memory consumption, and synchronization, allowing it to handle billion-sized graphs efficiently.
- **Ease of Use** DGL offers a variety of functions for computing with graph objects and includes state-of-the-art GNN models and modules.
- **Community Support**: Active community channels like Slack, forums, and monthly seminars help you stay connected and get support when needed.

Overall, DGL simplifies the process of working with graph neural networks, making it a valuable tool for researchers and practitioners alike.

https://github.com/dmlc/dgl

GitHub Trends

16 Oct 2024 20:30

#php

SecLists is a collection of lists that security testers need for their work. It includes usernames, passwords, URLs, and other sensitive data patterns. This helps testers have all the necessary lists in one place, making their job easier and faster. You can download it using various methods like zip or git, and it's available on platforms like Kali Linux and BlackArch. The benefit is that it saves time and effort by providing everything you need in one repository, making security assessments more efficient.

https://github.com/danielmiessler/SecLists

GitHub Trends

16 Oct 2024 19:30

#kotlin #compiler #gradle_plugin #intellij_plugin #kotlin #kotlin_library #maven_plugin #programming_language #wasm #webassembly

Kotlin is a programming language that helps you write code more efficiently. It is supported by JetBrains and open-source contributors. One of the main benefits of Kotlin is its multiplatform capability, which allows you to write code once and use it on different platforms like Android, iOS, and more. This saves time and effort because you don't have to write the same code multiple times for each platform. Kotlin also has good tools and plugins for popular IDEs like IntelliJ IDEA, making it easier to edit and build your projects. The project is open-source and follows the Apache License 2.0, allowing anyone to contribute and use it freely.

https://github.com/JetBrains/kotlin

GitHub Trends

16 Oct 2024 18:30

#python #design #design_patterns #design_system #development #interview #interview_practice #interview_questions #programming #python #system #web #web_application #webapp

This guide helps you learn how to design large-scale systems and prepare for system design interviews. Here are the key points The guide provides an organized collection of resources on system design principles, including video lectures, articles, and practice interview questions.
- **Interview Preparation** The guide covers various system design topics like performance vs scalability, latency vs throughput, availability vs consistency (CAP theorem), caching, load balancing, reverse proxies, database design (SQL and NoSQL), and communication protocols (HTTP, TCP, UDP).
- **Tools and Techniques** The guide includes real-world architectures from companies like Google, Facebook, Twitter, and others to help understand how these principles are applied in practice.
- **Contributing**: It encourages contributions to improve and expand the content.

Using this guide, you can become a better engineer by learning how to build scalable systems and prepare effectively for technical interviews.

https://github.com/donnemartin/system-design-primer

GitHub Trends

16 Oct 2024 17:30

#javascript

The GPT AI Assistant is an app that lets you chat with an AI using the LINE mobile app. It uses advanced OpenAI models like gpt-4 and gpt-3.5-turbo, and it also supports audio messages. This means you can have smart conversations and even use voice messages with your AI assistant. The benefit to you is that you get a powerful and easy-to-use tool for getting answers and help right on your phone.

https://github.com/memochou1993/gpt-ai-assistant

GitHub Trends

16 Oct 2024 16:30

#rust #auto_generated #compile_time #documentation #generated #openapi #openapi_documentation #openapi31 #rest #rest_api #rest_api_documentation #rust #swagger

Utoipa is a tool that helps you create OpenAPI documentation for your Rust REST APIs automatically. It saves you time by generating the documentation from your code, so you don't have to write it manually. Here’s how it benefits you Utoipa is simple to integrate with various web frameworks like Actix, Axum, and Rocket, or even without one.
- **Automatic Documentation** You can customize the documentation with various features and support for different data types.
- **Efficient**: It focuses on being minimal, simple, and fast, allowing you to concentrate on writing the actual API logic.

Overall, Utoipa makes documenting your API easier and more efficient.

https://github.com/juhaku/utoipa

GitHub Trends

16 Oct 2024 15:30

#python #age_prediction #arcface #deep_learning #deepface #deepid #emotion_recognition #face_analysis #face_recognition #facenet #facial_expression_recognition #facial_recognition #gender_prediction #machine_learning #openface #python #race_classification #vgg_face

DeepFace is a powerful tool for face recognition and facial attribute analysis. It allows you to recognize faces, predict age, gender, emotions, and race, and even detect whether an image is real or fake. You can install it easily using `pip install deepface` and use simple functions like `DeepFace.verify` for face verification, `DeepFace.find` for face recognition, and `DeepFace.analyze` for facial attribute analysis. DeepFace wraps several state-of-the-art models, making it highly accurate and versatile. It also supports real-time video analysis and can be integrated with various detectors and alignment methods. This tool simplifies complex face recognition tasks, making it easy to use without needing deep knowledge of the underlying processes.

https://github.com/serengil/deepface

GitHub Trends

15 Oct 2024 21:30

#go #k8s_sig_api_machinery

The Kubernetes controller-runtime project provides a set of Go libraries to help you build controllers for Kubernetes. It is used by tools like Kubebuilder and Operator SDK, which are great for starting new projects. This project follows semantic versioning, ensuring compatible code releases. You can find detailed documentation and examples to help you get started. The benefit to you is that it makes building and managing Kubernetes controllers easier and more reliable, with clear guidelines for contributions and compatibility.

https://github.com/kubernetes-sigs/controller-runtime

GitHub Trends

15 Oct 2024 20:30

#swift #cache #filters #image #image_processor #ios #kingfisher #macos #swift #xcode

Kingfisher is a powerful library for downloading and caching images in your apps. It helps you load images from the web quickly and efficiently. Here are the key benefits:
- It downloads images asynchronously and caches them for faster access later.
- You can customize how images are processed, such as resizing or adding effects.
- It supports both UIKit and SwiftUI, making it versatile for different types of apps.
- It includes features like placeholders, indicators, and transition animations while loading images.
- You can control cache behavior, including expiration dates and size limits.

Using Kingfisher simplifies your code and improves your app's performance when handling images. For example, you can set an image to an `UIImageView` with just a few lines of code, and it will handle the downloading and caching automatically. This makes your app run smoother and saves you time in development.

https://github.com/onevcat/Kingfisher

GitHub Trends

15 Oct 2024 19:30

#shell #container #docker #docker_osx #kvm #macos #os #osx #osx_kvm #x #x11

You can run Mac OS X in a Docker container with near-native performance using Docker-OSX. Here are the key benefits and how to get started Run Mac OS X with performance close to native hardware.
- **X11 Forwarding** Enable iMessage and iCloud for security research by generating unique serial numbers.
- **iPhone USB Passthrough** Supports various macOS versions including Catalina, Big Sur, Monterey, Ventura, and more.
- **SSH and VNC Access** Share folders between the host and the container.

To get started, ensure your system supports hardware virtualization, install QEMU and Docker, and then run the Docker container using commands like10022 \
-v /tmp/.X11-unix-latest
```

You can also join the Discord server for support and more detailed instructions. This setup allows you to run macOS in a container, which is useful for development, security research, and other purposes.

https://github.com/sickcodes/Docker-OSX

GitHub Trends

15 Oct 2024 18:30

#python #altcoin #api #arbitrage #bitcoin #bot #btc #crypto #cryptocurrencies #cryptocurrency #e_commerce #eth #ethereum #exchange #invest #library #market_data #merchant #strategy #trade #trading

The CCXT library is a powerful tool for cryptocurrency trading and e-commerce, supporting over 100 cryptocurrency exchanges. Here’s what you need to know CCXT works with JavaScript, Python, PHP, and C#.
- **Exchange Coverage** Provides access to both public and private APIs, allowing you to fetch market data, trade, manage accounts, and more.
- **Unified API** Ideal for coders, developers, technically-skilled traders, data scientists, and financial analysts to build trading algorithms and strategies.
- **Benefits** Easy to install via package managers like NPM, PyPI, Packagist/Composer, and Nuget.
- **Documentation**: Comprehensive documentation and examples are available to help you get started quickly.

Using CCXT can significantly streamline your cryptocurrency trading and analysis tasks, making it a valuable resource for anyone involved in the crypto space.

https://github.com/ccxt/ccxt

GitHub Trends

15 Oct 2024 17:30

#jupyter_notebook #computer_vision #deep_learning #drug_discovery #forecasting #large_language_models #mxnet #nlp #paddlepaddle #pytorch #recommender_systems #speech_recognition #speech_synthesis #tensorflow #tensorflow2 #translation

This repository provides top-quality deep learning examples that are easy to train and deploy on NVIDIA GPUs. It includes a wide range of models for computer vision, natural language processing, recommender systems, speech to text, and more. These examples are updated monthly and come in Docker containers with the latest NVIDIA software, ensuring the best performance. The models support multiple GPUs and nodes, and some are optimized for Tensor Cores, which can significantly speed up training. This makes it easier for users to achieve high accuracy and performance in their deep learning projects.

https://github.com/NVIDIA/DeepLearningExamples

GitHub Trends

15 Oct 2024 16:31

#go #awesome #awesome_list #go #golang #golang_library #hacktoberfest

The "Awesome Go" list is a comprehensive resource for Go developers, providing a curated collection of libraries, tools, and resources. Here are the key benefits The list includes a wide range of libraries categorized by their functionality, such as actor model, artificial intelligence, audio and music, authentication and OAuth, blockchain, bot building, build automation, command line, configuration, continuous integration, CSS preprocessors, data integration frameworks, data structures and algorithms, databases, database drivers, date and time, distributed systems, dynamic DNS, email, embeddable scripting languages, error handling, file handling, financial, forms, functional programming, game development, generators, geographic, Go compilers, goroutines, GUI, hardware, images, IoT (Internet of Things), job scheduler, JSON, logging, machine learning, messaging, Microsoft Office, networking, OpenGL, ORM (Object Relational Mapping), package management, performance, query language, reflection, resource embedding, science and data analysis, security, serialization, server applications, stream processing, template engines, testing, text processing, third-party APIs, utilities, UUID (Universally Unique Identifier), validation, version control, video, web frameworks, web assembly, windows, XML, zero trust, code analysis, editor plugins, go generate tools, go tools, software packages, devops tools, other software, benchmarks, conferences, e-books, gophers, meetups, style guides, social media, websites, tutorials, guided learning.

**Key Features** Covers various aspects like actor model, artificial intelligence, audio and music, authentication and OAuth, blockchain, bot building, build automation, command line tools, configuration, continuous integration, CSS preprocessors, data integration frameworks, data structures and algorithms, databases, database drivers, date and time handling, distributed systems, dynamic DNS, email tools, embeddable scripting languages, error handling mechanisms, file handling utilities, financial libraries, form processing tools, functional programming helpers, game development frameworks, generators for code generation, geographic tools, Go compilers and tools, goroutine management tools, GUI libraries, hardware interaction tools, image manipulation libraries, IoT tools, job schedulers, JSON parsing and generating tools, logging libraries, machine learning frameworks, messaging tools, Microsoft Office integrations, networking libraries, OpenGL bindings, ORM tools, package management tools, performance optimization tools, query language tools, reflection tools, resource embedding tools, science and data analysis libraries, security tools, serialization tools, server applications frameworks, stream

https://github.com/avelino/awesome-go

GitHub Trends

16 Oct 2024 23:00

#cplusplus #c_plus_plus #chrome #css #electron #html #javascript #nodejs #v8 #works_with_codespaces

Electron is a tool that lets you create desktop applications using JavaScript, HTML, and CSS. It works on macOS, Windows, and Linux. You can install it using `npm` and start building apps quickly with tools like Electron Fiddle or the electron-quick-start repository. This makes it easy to develop cross-platform applications without needing to learn multiple programming languages. It's used by popular apps like Visual Studio Code, and there are many resources available to help you get started.

https://github.com/electron/electron

GitHub Trends

16 Oct 2024 22:00

#go #containers #devsecops #docker #go #golang #hacktoberfest #iac #infrastructure_as_code #kubernetes #misconfiguration #security #security_tools #vulnerability #vulnerability_detection #vulnerability_scanners

Trivy is a powerful tool that helps you find security issues in various places like container images, filesystems, Git repositories, and more. It checks for vulnerabilities, misconfigurations, sensitive information, and software licenses. Trivy supports many programming languages and platforms, making it very versatile. You can easily install it using methods like `brew install trivy` or `docker run aquasec/trivy`. It also integrates with popular tools like GitHub Actions and Kubernetes. Using Trivy helps you secure your projects by identifying potential security problems early, which is very beneficial for keeping your software safe and reliable.

https://github.com/aquasecurity/trivy

GitHub Trends

16 Oct 2024 21:00

#other #algorithm #computer_science #cpp #interview #java #leetcode #python #system_design

This resource is a comprehensive collection of notes on various computer science topics, including algorithms, operating systems, networking, databases, Java, system design, and more. It provides detailed explanations and solutions to problems from platforms like LeetCode and剑指 Offer. The notes are well-organized and follow a clear formatting guide to ensure readability. The benefit to the user is that it serves as a one-stop resource for learning and reviewing key concepts in computer science, helping to improve coding skills and knowledge in a structured manner.

https://github.com/CyC2018/CS-Notes

GitHub Trends

16 Oct 2024 20:00

#typescript #browser_extension #chrome_extension #firefox_addon #github #github_extension #safari_extension #userstyle

Refined GitHub is a browser extension that makes using GitHub easier and more efficient. It adds many useful features to the GitHub interface, such as making whitespace characters visible, one-click merge conflict fixers, and showing how far behind a PR head branch is. It also lets you hide unnecessary events in issue and PR timelines, subscribe to opening/closing events of issues with one click, and simplify the deletion of repositories.

These features help you work more efficiently on GitHub by reducing clutter, providing quick access to important information, and streamlining common tasks. You can install it on Chrome, Firefox, and Safari, making your GitHub experience better overall.

https://github.com/refined-github/refined-github

GitHub Trends

16 Oct 2024 19:00

#go #c #clang #golang #ip_address #ip_address_database #ip_address_location #ip_location #ip_lookup #java #lua #lua_extension #php #rust #xdb_engine

Ip2region is a tool that helps you find the location of an IP address very quickly. It can handle a huge number of IP addresses and provides detailed information like country, region, province, city, and ISP. The tool is very fast, taking only about 10 microseconds to query an IP address. It supports many programming languages and allows you to customize the data to fit your needs. You can also update the data yourself using various tools and methods provided. This makes it very useful for applications that need fast and accurate IP location information.

https://github.com/lionsoul2014/ip2region

GitHub Trends

16 Oct 2024 18:00

#typescript #active_record #cockroachdb #data_mapper #database #electron #hacktoberfest #javascript #mariadb #mysql #oracle #orm #postgresql #react_native #sap #sap_hana #sqlite #sqlserver #typeorm #typescript #websql

TypeORM is a powerful tool for managing databases in various JavaScript environments, including NodeJS, Browser, and mobile frameworks like React Native and Ionic. Here’s what you need to know TypeORM works on different platforms such as NodeJS, Browser, Cordova, PhoneGap, Ionic, React Native, NativeScript, Expo, and Electron.
- **Database Support** It supports both Active Record and Data Mapper patterns, allowing you to write high-quality, scalable applications. It includes features like entities, columns, associations, transactions, migrations, and more.
- **Easy Installation** You define your database models as classes decorated with TypeORM decorators, making it easy to create, read, update, and delete data in your database.
- **Relations and Queries**: TypeORM allows you to define relationships between entities (one-to-one, many-to-one, many-to-many) and use a powerful QueryBuilder to execute complex SQL queries.

Using TypeORM benefits you by simplifying database operations, providing a clean and maintainable codebase, and supporting advanced database features out of the box. This makes developing database-driven applications more efficient and productive.

https://github.com/typeorm/typeorm

GitHub Trends

16 Oct 2024 17:00

#go #ai_gateway #ai_native #api_gateway #cloud_native #envoy

Higress is a powerful API gateway that uses AI and is built on top of Envoy and Istio. It helps manage traffic for AI services, microservices, and other applications. Here are the key benefits You can start Higress with just a Docker command, making it simple for personal developers to set up and use.
- **AI Integration** It is designed for large-scale scenarios, handling tens of thousands of requests per second without disrupting the service.
- **Flexible Expansion** It includes WAF protection, multiple authentication strategies, and automatic SSL certificate management, ensuring your applications are secure.

Overall, Higress makes managing and scaling your applications easier, more efficient, and secure.

https://github.com/alibaba/higress

GitHub Trends

16 Oct 2024 16:00

#html

Historical documents (in Chinese) about the GPCR (Thanks Comrade RC MR HR etc.)

https://github.com/ProletRevDicta/Prolet

GitHub Trends

15 Oct 2024 22:00

#swift #ai #android #barcode #camera #instagram #ios #javascript #jsi #library #native #qr #qrcode #react #react_native #react_native_camera #scanner #snapchat #typescript #vision #worklet

VisionCamera is a powerful camera library for React Native that offers many useful features. You can capture photos and videos, scan QR codes and barcodes, use multiple cameras, and adjust resolutions and frame rates. It also supports advanced features like facial recognition, object detection, and real-time video chats through frame processors. Additionally, you can draw shapes, text, and filters on the camera view, and it includes smooth zooming, fast pause and resume, HDR and night modes, and a custom video pipeline. Installing it is easy with npm, and there are detailed guides and examples to help you get started. Using VisionCamera can enhance your app's camera capabilities significantly.

https://github.com/mrousavy/react-native-vision-camera

GitHub Trends

15 Oct 2024 21:00

#typescript #astro #blog #browser #components #hybrid #islands #node #server #static #static_site_generator #universal

Astro is a tool to help you build websites easily and efficiently. It offers a powerful developer experience while keeping the output lightweight, meaning your website will load quickly. You can install Astro using simple commands like `npm create astro@latest` or `npm install --save-dev astro`. There are also many resources available, such as a Getting Started guide, starter projects, and official documentation. If you need help, you can join the Astro Discord community. This tool supports various integrations with popular frameworks like React, Vue, and Svelte, making it versatile for different needs. Using Astro can make building and maintaining your website much easier and faster.

https://github.com/withastro/astro

GitHub Trends

15 Oct 2024 20:00

#go #github #github_api #go #golang #hacktoberfest

The `go-github` library is a tool for accessing the GitHub API using the Go programming language. It allows you to interact with GitHub's API to perform various tasks such as listing organizations, repositories, and issues, as well as creating and updating resources. To use it, you need Go version 1.17 or later. You can install it with `go get github.com/google/go-github/v66`.

The library supports authentication using OAuth tokens and HTTP Basic Authentication, making it secure for different use cases. It also handles rate limiting and pagination, helping you manage API requests efficiently. Additionally, it provides support for conditional requests and webhooks, making it versatile for different applications.

Using `go-github` simplifies interacting with the GitHub API, allowing you to focus on your project's logic rather than dealing with the complexities of API calls. This makes it a valuable tool for developers working with GitHub integrations.

https://github.com/google/go-github

GitHub Trends

15 Oct 2024 19:00

#typescript #apis #automated #automation #cli #data_flow #development #docker #integration_framework #integrations #ipaas #low_code #low_code_development_platform #low_code_platform #n8n #no_code #node #self_hosted #typescript #workflow #workflow_automation

n8n is a powerful tool for automating workflows. It allows you to connect different services and apps using over 200 nodes, making it highly versatile. You can customize it with your own functions and logic, and it's open-source, so you can see and modify the code. n8n also offers a cloud version that simplifies setup and maintenance. The benefit to you is that it saves time by automating repetitive tasks, and its flexibility lets you integrate various tools and services easily. You can start using it quickly without installation by running a simple command in your terminal.

https://github.com/n8n-io/n8n

GitHub Trends

15 Oct 2024 18:00

#jinja #ansible #calico #cilium #docker #etcd #flannel #k8s #kubeasz #kubernetes

**kubeasz** is a tool that helps you quickly set up a highly available Kubernetes (k8s) cluster. It uses binary deployment and Ansible playbooks for automation, offering both one-click installation scripts and step-by-step guides. You can customize almost any parameter of the cluster components and use pre-set default configurations for large-scale clusters.

The benefits include:
- High availability for master nodes
- Support for multiple architectures (amd64/arm64)
- Offline installation option
- Compatibility with various Linux distributions
- Automated network setup with options like Calico, Cilium, and more
- Easy management and upgrade of the cluster

This makes it easier to deploy and manage Kubernetes clusters efficiently.

https://github.com/easzlab/kubeasz

GitHub Trends

15 Oct 2024 17:00

#python #bert #deep_learning #flax #hacktoberfest #jax #language_model #language_models #machine_learning #model_hub #natural_language_processing #nlp #nlp_library #pretrained_models #python #pytorch #pytorch_transformers #seq2seq #speech_recognition #tensorflow #transformer

The Hugging Face Transformers library provides thousands of pretrained models for various tasks like text, image, and audio processing. These models can be used for tasks such as text classification, image detection, speech recognition, and more. The library supports popular deep learning frameworks like JAX, PyTorch, and TensorFlow, making it easy to switch between them.

The benefit to the user is that you can quickly download and use these pretrained models with just a few lines of code, saving time and computational resources. You can also fine-tune these models on your own datasets and share them with the community. Additionally, the library offers a simple `pipeline` API for immediate use on different inputs, making it user-friendly for both researchers and practitioners. This helps in reducing compute costs and carbon footprint while enabling high-performance results across various machine learning tasks.

https://github.com/huggingface/transformers

GitHub Trends

15 Oct 2024 16:00

#cplusplus #bson #cbor #header_only #json #json_diff #json_merge_patch #json_parser #json_patch #json_pointer #json_serialization #messagepack #msgpack #rfc_6901 #rfc_6902 #rfc_7049 #rfc_7159 #rfc_8259 #stl_containers #ubjson

This library, called "JSON for Modern C++," provides a simple and intuitive way to work with JSON data in C++ programs. Here are the key benefits and features The library uses modern C++ features to make working with JSON feel natural, similar to how JSON is handled in languages like Python.
- **Trivial Integration** The library is heavily unit-tested, covering 100% of the code, including exceptional behavior, and uses tools like Valgrind and Clang Sanitizers to ensure no memory leaks.

### Key Features

- **STL-like Access** You can convert various STL containers (like `std: Support for JSON Pointer and JSON Patch (RFC 6901 and RFC 6902) for addressing and modifying parts of a JSON document.
- **Binary Formats** You can serialize and deserialize custom types using simple macros or functions.
- **Error Handling** Simple and intuitive API makes it easy to read, write, and manipulate JSON data.
- **Highly Tested** Supports various data formats and custom types, making it versatile for different use cases.
- **Efficient**: Optimized for performance, especially with binary formats.

Overall, this library simplifies working with JSON in C++ while providing robust features and reliable performance.

https://github.com/nlohmann/json