See what the GitHub community is most excited about today. A bot automatically fetches new repositories from https://github.com/trending and sends them to the channel. Author and maintainer: https://github.com/katursis
#other #automl #chatgpt #data_analysis #data_science #data_visualization #data_visualizations #deep_learning #gpt #gpt_3 #jax #keras #machine_learning #ml #nlp #python #pytorch #scikit_learn #tensorflow #transformer
This is a comprehensive, regularly updated list of 920 top open-source Python machine learning libraries, organized into 34 categories like frameworks, data visualization, NLP, image processing, and more. Each project is ranked by quality using GitHub and package manager metrics, helping you find the best tools for your needs. Popular libraries like TensorFlow, PyTorch, scikit-learn, and Hugging Face transformers are included, along with specialized ones for time series, reinforcement learning, and model interpretability. This resource saves you time by guiding you to high-quality, actively maintained libraries for building, optimizing, and deploying machine learning models efficiently.
https://github.com/ml-tooling/best-of-ml-python
#typescript
Claude Code Router lets you easily manage and switch between different AI models for coding tasks, improving flexibility and efficiency. You install it alongside Claude Code, then configure it to route requests to models best suited for background tasks, reasoning, or handling long contexts. You can also customize it with plugins to enhance functionality, like better tool usage or filtering notebook-related calls. It supports GitHub Actions, enabling automated coding workflows and cost savings by running tasks during cheaper API hours. This setup helps you get more accurate, cost-effective coding assistance tailored to your needs.
https://github.com/musistudio/claude-code-router
#typescript #cli #clustering #concurrency #dependency_injection #effect #error_handling #javascript #observability #opentelemetry #platform #schema #typescript #workflows
Effect is a powerful TypeScript framework that helps you build reliable and complex applications by managing side effects like logging, network calls, and database operations in a safe and organized way. It uses a core `Effect` type to describe workflows that are lazy, composable, and type-safe, allowing you to handle errors and dependencies explicitly. The framework is modular, with many packages for AI, CLI tools, distributed computing, SQL databases, and more, making it flexible for various needs. Using Effect improves code quality, concurrency handling, and maintainability, helping you write robust TypeScript apps efficiently[1][2][4][5].
https://github.com/Effect-TS/effect
#cplusplus
The LEGO Island portable project recreates the original LEGO Island game (version 1.1, English) so it can run on many platforms like Windows, Linux, macOS, and even the web, without changing the gameplay or adding new features. It replaces Windows-only parts with cross-platform libraries like SDL3 to make the game work smoothly on different systems. You need an original copy of LEGO Island to use it, and while developer builds exist, user-friendly versions are still being made. This means you can enjoy the classic LEGO Island game on modern devices and operating systems that it wasn’t originally designed for, preserving the nostalgic experience across platforms[2].
https://github.com/isledecomp/isle-portable
#zig
Ghostty is a fast, feature-rich terminal emulator that combines speed, native platform integration, and modern features without compromise. It supports multi-window, tabs, and split panes, with GPU-accelerated rendering using Metal on macOS and OpenGL on Linux for smooth performance. Ghostty is highly compatible with existing shells and software, making it a drop-in replacement. It offers rich theming, ligature support, and advanced developer features that enable more interactive command-line applications. Its native UI and cross-platform design provide a polished, efficient terminal experience that enhances productivity and usability for both users and developers.
https://github.com/ghostty-org/ghostty
#rust #editor #rust #terminal #text_editor
Microsoft Edit is a simple, modern text editor designed for easy use, especially for those not familiar with command-line tools. It combines the classic feel of the old MS-DOS Editor with a fresh interface like Visual Studio Code, supporting mouse use, multiple files, find and replace (including regex), and word wrap. It’s lightweight (under 250KB) and built in Rust, making it fast and efficient. You can install it easily on Windows using WinGet. This editor is great for quick, basic text editing tasks without needing complex setups or third-party tools, making editing straightforward and accessible for everyone[1].
https://github.com/microsoft/edit
#python #aws #aws_cli #aws_sdk #cloud #cloud_management #cloudformation #cloudwatch #dynamodb #ec2 #ecs #elasticsearch #iam #kinesis #lambda #machine_learning #rds #redshift #route53 #s3 #serverless
AWS Lambda lets you run code without managing servers, automatically scaling to handle any number of requests and charging you only for the compute time you use. It supports many programming languages and integrates well with other AWS services, making it ideal for tasks like real-time data processing, image handling, chatbots, and automating backups. This serverless approach saves you time and money by removing infrastructure management and adapting instantly to demand spikes, so your applications stay responsive and cost-efficient even as usage changes. Lambda is great for building scalable, event-driven applications quickly and easily.
https://github.com/donnemartin/awesome-aws
#python #ai #code #ingestion
Gitingest helps you quickly turn any Git repository into a clear, easy-to-understand text summary optimized for large language models (LLMs). You can get a digest from a GitHub URL or local directory, with details on file structure, size, and token count. It works as a command-line tool, Python package, or browser extension, making it flexible for developers and researchers to analyze code efficiently. Installing is simple via pip or pipx, and it supports private repos with a GitHub token. This saves you time by providing smart, formatted code context ready for AI tools or your own projects.
https://github.com/cyclotruc/gitingest
#java #bedrock #bedrock_edition #bedrock_to_java #bungee #fabric #geyser #geysermc #hacktoberfest #java #java_edition #minecraft #minecraft_bedrock_edition #packet #pe #protocol #proxy #spigot #translator #velocity
Geyser is a free tool that lets you play Minecraft across different versions by connecting Minecraft Java Edition servers. It works by translating data between the two game versions, enabling cross-platform play on devices like Windows, iOS, Android, and consoles. You can install it as a plugin or standalone, and it supports recent Minecraft versions. This means you can join Java servers even if you only have Bedrock Edition, expanding your multiplayer options without needing a separate Java account if you use the Floodgate plugin. It’s great for seamless crossplay but may have some minor limitations due to game differences[1][2][5].
https://github.com/GeyserMC/Geyser
#jupyter_notebook #ai #artificial_intelligence #chatgpt #deep_learning #from_scratch #gpt #language_model #large_language_models #llm #machine_learning #python #pytorch #transformer
You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4].
https://github.com/rasbt/LLMs-from-scratch
#c_lang
ESP-IDF is Espressif's official software framework for developing applications on ESP32 and related chips, supporting Windows, Linux, and macOS. It offers a complete set of tools, libraries, and drivers for Wi-Fi, Bluetooth, and IoT features, enabling you to build connected devices efficiently using C or C++. ESP-IDF supports multiple chip versions with stable releases and ongoing updates, ensuring reliability and production readiness. It includes easy commands for building, flashing, and monitoring your projects, plus example templates to start quickly. Using ESP-IDF helps you create robust, feature-rich IoT applications with strong community and official support. This saves time and effort in development and deployment.
https://github.com/espressif/esp-idf
#typescript #agents #ai #embedders #genkit #llm #machine_learning #multimodal #rag #vector_database
Genkit is an open-source framework by Google Firebase that helps you easily build AI-powered apps using a single interface to connect many AI models like Google Gemini, OpenAI, and Anthropic. It supports JavaScript/TypeScript (stable), Go (beta), and Python (alpha), letting you create chatbots, automations, and recommendations quickly with simple code. Genkit works well with web and mobile platforms, offers tools for testing and debugging AI features locally, and lets you deploy and monitor your AI apps on Firebase or other cloud services. This saves you time and effort in developing and managing AI applications efficiently.
https://github.com/firebase/genkit
#typescript #alibaba #low_code #lowcode
Low-code platforms like LowCodeEngine help you build applications quickly without needing to write a lot of code. This means you can create and deploy apps faster, which is good for businesses because they can respond quickly to changing needs. Low-code platforms also make it easier to update apps and improve user experience. They provide tools and components that simplify development, allowing developers to focus on more complex tasks and innovations. This approach helps prevent technical debt and supports better decision-making by providing real-time data insights[1][3][4].
https://github.com/alibaba/lowcode-engine
#go #caddy #frankenphp #go #php #sapi #worker
FrankenPHP is a modern server for PHP applications. It makes your PHP apps faster and more efficient by using features like "worker mode," which helps keep some data in memory to process requests quickly. This is especially good for frameworks like Laravel and Symfony. FrankenPHP also supports automatic HTTPS, HTTP/2, and HTTP/3, making it secure and fast. It can be easily installed as a standalone binary or used with Docker, making it simple to set up and use. This helps users by speeding up their applications and reducing the need for many servers.
https://github.com/php/frankenphp
#jupyter_notebook #jax
Flax is a library for creating neural networks with JAX. It offers a flexible way to build and analyze these networks. The new Flax NNX API makes it easier to work with neural networks by using regular Python objects, which helps in creating, debugging, and analyzing models more efficiently. This means users can express their models in a more intuitive way, making it simpler to develop and modify neural networks. Flax also provides many tools and examples to help users get started quickly.
https://github.com/google/flax
#typescript #codemirror #graphiql #graphql #lsp_mode #lsp_server #monaco_editor #vscode
GraphiQL is a powerful, open-source GraphQL IDE that helps you write, test, and explore GraphQL queries easily in your browser or desktop. It offers features like syntax highlighting, live error checking, and schema exploration, making it simpler to work with GraphQL APIs. The project is part of a monorepo that includes tools for different editors like CodeMirror and Monaco, providing a consistent and extensible development experience. Using this monorepo setup improves collaboration, code sharing, and maintenance across related tools, saving you time and effort when building or extending GraphQL IDEs. This means you get a reliable, efficient environment to develop GraphQL applications faster and with fewer errors.
https://github.com/graphql/graphiql
#java #gale #java #keyi #minecraft #minecraft_performance #minecraft_server_software #mirai #paper
Leaf is a high-performance, customizable Minecraft server software based on Paper, designed to improve game speed and flexibility. It supports asynchronous pathfinding, mob spawning, and entity tracking, making gameplay smoother. Leaf is compatible with Spigot and Paper plugins, supports all username characters, fixes some Minecraft bugs, and uses a disk-saving file format. It integrates error tracking for easier server maintenance and keeps dependencies up-to-date. This means you get a faster, more stable Minecraft server with better plugin support and easier management, enhancing your overall gaming experience. Java 21 or higher is required to run it.
https://github.com/Winds-Studio/Leaf
#other #ai #bolt #copilot #cursor #cursorai #devin #devinai #github_copilot #lovable #open_source #replit #system_prompts #trae #trae_ai #trae_ide #v0 #vscode #windsurf #windsurf_ai
You can access a huge collection of over 7000 lines of official system prompts and internal tools from many AI models and agents like v0, Manus, Cursor, Replit Agent, and more. These prompts guide AI to work better by giving clear instructions, which helps the AI give more accurate and useful answers. Using these prompts can save you time, improve AI performance, and make your interactions with AI smoother and more productive. Plus, there’s a free AI security audit service to help protect your AI systems from leaks and hacks, keeping your data safe. Supporting this project helps keep these valuable resources updated.
https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools
#c_lang
SpaghettiKart is an unofficial PC port of Mario Kart 64 that runs smoothly on Windows, Linux, and even Nintendo Switch, offering better performance and online multiplayer, which the original N64 version lacked. You need a legal US ROM in .z64 format to use it, as the game itself doesn’t include any copyrighted assets. It supports custom mods and different graphics backends for better visuals and stability. This means you can enjoy Mario Kart 64 with improved graphics, online play, and modding options on modern devices, making the classic game more accessible and fun today[2][4].
https://github.com/HarbourMasters/SpaghettiKart
#vue #courses_management_system #education #frappe #javascript #learning #learning_management_system #lms #online_course_platform #online_learning #open_source #python
Frappe Learning is an easy-to-use, open-source Learning Management System that helps you create and organize courses with a clear structure of courses, chapters, and lessons. It supports live Zoom classes, quizzes, assignments, and certificates to track and reward learner progress. You can host it yourself or use managed hosting for easy setup and maintenance. Its drag-and-drop course builder and pre-built lessons simplify course creation, while features like notifications and discussion sections enhance interaction. This system helps you share knowledge effectively, monitor learner progress, and provide a smooth, engaging learning experience without complicated setups or high costs.
https://github.com/frappe/lms
#other
Contains Company Wise Questions sorted based on Frequency and all time
https://github.com/krishnadey30/LeetCode-Questions-CompanyWise
#blade #erp #food #groceries #grocy #home #meal_planner #ownyourdata #php #self_hosted
Grocy is a free, web-based tool you can host yourself to manage your groceries and household easily. It helps you track your food stock, plan meals, create shopping lists, manage chores, and keep info about your household devices all in one place. You can scan barcodes to add products quickly and get notifications about expired or low-stock items, reducing waste and saving money. It works on any device with a browser and offers a mobile app-like experience. You can customize it, use its API, and even run it via Docker. This makes managing your home organized, efficient, and less stressful.
https://github.com/grocy/grocy
#typescript #blockchain #dapps #debugging #ethereum #javascript #smart_contracts #solidity #task_runner #tooling #typescript
Hardhat is a powerful Ethereum development tool that helps you write, test, and deploy smart contracts easily and efficiently. It includes a local Ethereum network for testing without real money, advanced debugging tools to find and fix errors quickly, and a flexible plugin system to add extra features. This makes your development faster, safer, and more convenient, especially if you want to build decentralized applications. You can install it with npm, follow simple setup steps, and access many guides and plugins to customize your workflow. Hardhat is widely used by professionals to streamline Ethereum programming and improve code quality.
https://github.com/NomicFoundation/hardhat
#go #cloudnative #grafana #hacktoberfest #logging #loki #prometheus
Loki is a log aggregation system inspired by Prometheus but designed specifically for logs instead of metrics. It is cost-effective and easy to operate because it only indexes metadata (labels) about logs, not the full log content, which reduces storage and complexity. Loki works well with Kubernetes by automatically indexing pod labels and integrates natively with Grafana for easy log visualization. Its stack includes an agent (Alloy) to collect logs, Loki to store and query them, and Grafana to display them. This setup helps you efficiently manage and analyze logs with less cost and simpler operation compared to traditional logging systems[2].
https://github.com/grafana/loki
#rust #blockchain #distributed_ledger_technology #move #smart_contracts
Sui is a next-generation blockchain platform designed for very fast, low-cost transactions and high scalability, making it ideal for apps like gaming, DeFi, and NFTs. It uses a unique object-based data model and the Move programming language, which helps create secure, flexible smart contracts and allows many transactions to happen at the same time. This means you get instant transaction finality and a smooth user experience. Sui’s native token, SUI, is used for fees, staking, and governance, helping keep the network secure and decentralized. Overall, Sui offers a powerful, efficient foundation for building and using web3 applications.
https://github.com/MystenLabs/sui
#typescript
Cloudflare AI offers tools and packages to help you build and run AI applications easily on Cloudflare’s global network, using their Workers AI and AI Gateway services. You can develop, test, and deploy AI-powered apps with low latency and high performance, thanks to Cloudflare’s edge computing and GPU infrastructure. The platform supports popular AI models and integrates with other Cloudflare services like vector databases and data lakes, reducing complexity and cost. It also ensures privacy by not training models on your data. This setup helps you quickly create scalable, efficient AI apps that deliver great user experiences and comply with data rules.
https://github.com/cloudflare/ai
#other
This collection of Alfred workflows lets you automate many tasks on your Mac, like showing charger power, generating random images, fixing zoom issues, editing SVGs, converting CSS styles, managing Git projects, switching audio devices, and more. These workflows save you time by performing complex or repetitive actions with simple commands or shortcuts. For example, you can quickly clone Git repos, switch audio inputs, or convert timestamps without leaving your keyboard. Using these tools boosts your productivity by making your computer easier and faster to control, especially if you use Alfred’s Powerpack to integrate and customize workflows for your needs[1][2][5].
https://github.com/sunzsh/favoritesWorkflow4Alfred
#cplusplus
YimMenuV2 is a mod menu for GTA 5 Enhanced that lets you add new features and options to your game. To use it, download FSL (for extra safety), YimMenuV2, and an injector like Xenos, then place the right files in your GTA V folder and disable BattlEye before launching the game. Once in the main menu, inject YimMenuV2 and press INSERT or Ctrl+\ to open the menu. This gives you more control and fun in the game, but be careful—using mods online can get you banned, so it’s best for private or story mode play[1][3][5].
https://github.com/YimMenu/YimMenuV2
#fsharp #cloud #editor #functional_programming #programming_language
Darklang is a programming language, editor, and infrastructure all in one, making it easy to build backends and command-line tools without worrying about setup or deployment. The main project is now open source, so anyone can help fix bugs or add features, and the team is working on a new version called "dark-next" that isn’t ready for production yet. By using Darklang, you can focus on writing code and solving problems instead of dealing with complicated tools or processes, and you can join a community to get help or share ideas[4][3][2].
https://github.com/darklang/dark
#cuda
DeepEP is a special communication library for Mixture-of-Experts (MoE) models. It helps these models work faster and more efficiently by improving how data is shared between different parts of the system. DeepEP supports low-precision operations and can handle data transfer between different types of connections, like NVLink and RDMA. This makes it very useful for both training and using AI models, especially when speed is important. Users benefit from faster processing times and better performance overall.
https://github.com/deepseek-ai/DeepEP