GitHub Trends

#jupyter_notebook#chatgpt#finance#fingpt#fintech#large_language_models#machine_learning#nlp#prompt_engineering#pytorch#reinforcement_learning#robo_advisor#sentiment_analysis#technical_analysis FinGPT is an open-source AI tool designed specifically for finance, helping you analyze financial news, predict stock prices, and get personalized investment advice quickly and affordably. Unlike costly models like BloombergGPT, FinGPT can be updated frequently with new data at a low cost, making it more accessible and timely. It uses advanced techniques like reinforcement learning from human feedback to tailor advice to your preferences, such as risk tolerance. You can use FinGPT for tasks like sentiment analysis, robo-advising, fraud detection, and portfolio optimization, helping you make smarter financial decisions with up-to-date insights. https://github.com/AI4Finance-Foundation/FinGPT

#shell#cloudflare#grpc_cloudflare#httpupgrade#hysteria2#nginx#reality#reality_grpc#shell#sing_box#trojan#trojan_grpc#tuic_v5#v2ray#vless#vmess#websockettlscdn_cloudflare_ip#xray#xray_core#xray_install#xtls_rprx_vision v2ray-agent is a tool that helps you quickly install and manage proxy servers using popular cores like Xray-core and sing-box. It supports many protocols such as VLESS, VMess, Trojan, and more, and automatically handles SSL certificates for secure connections. You can easily manage users, ports, and subscriptions through a simple menu. It also offers features like traffic routing, domain blocking, and P2P download control, which can help you unblock streaming services and control internet access. Installation is simple with a one-command script, making it convenient to set up and maintain your proxy server securely and efficiently. https://github.com/mack-a/v2ray-agent

#python Elysia is an open-source Python framework that uses decision trees to help AI agents choose the best tools and actions based on context, making AI smarter and more efficient. It connects easily to Weaviate databases to search and display your data in clear, useful formats like product cards or tables. You can install it quickly with Python, customize it with your own data and models, and even run a demo online. This means you get an AI system that not only finds information but also reasons about it and shows it in ways that make sense, saving you time and improving your data interactions. https://github.com/weaviate/elysia

#python You can improve your Wazuh security system by using advanced detection rules from SOCFortress, which are more accurate and detailed than the default ones. These rules cover many integrations like Sysmon, Office365, Microsoft Defender, and more, helping you detect threats better and faster. You can easily install them with a script on your Wazuh Manager. This strengthens your network security by catching more threats early and adapting to new attacks, making your cybersecurity more effective and easier to manage. Plus, it’s open source and free to use, so you can customize and expand it as needed. https://github.com/socfortress/Wazuh-Rules

#python#agent#ai#ai_coding#claude#claude_code#language_server#llms#mcp_server#programming#vibe_coding Serena is a free, open-source toolkit that turns large language models (LLMs) into powerful coding agents able to work directly on your codebase with IDE-like precision. It uses semantic code analysis to understand code structure and symbols, enabling efficient code search and editing without reading entire files. Serena supports many programming languages and integrates flexibly with various LLMs and development environments via the Model Context Protocol (MCP). This means you can automate complex coding tasks, improve productivity, and reduce costs without subscriptions, making your coding workflow faster and smarter. https://github.com/oraios/serena

#other#ai#anthropic_claude#awesome#context#mcp#model_context_protocol#servers#tool_use#tools Model Context Protocol (MCP) is an open standard that lets AI models securely connect to various data sources and tools, like files, databases, APIs, and cloud services, to get real-time, relevant information. This helps AI give more accurate, up-to-date, and context-aware answers, reducing repeated data processing and improving efficiency. MCP also supports automation of complex workflows and integration with many platforms, making AI more powerful and flexible. However, running MCP servers requires careful security measures to avoid risks like unauthorized code execution. Using MCP can save time, reduce costs, and enhance AI capabilities for tasks like chatbots, data analysis, and system control. https://github.com/appcypher/awesome-mcp-servers

#rust#code_analyzer#code_style#coding_standards#formatter#lexer#linter#parser#php#static_analysis#type_checker Mago is a very fast tool for PHP that checks your code for errors, fixes many problems automatically, and formats it neatly. It is built using Rust, which makes it much faster and more reliable than many other PHP tools. Mago helps you find bugs, improve code quality, and keep your code clean and consistent with less effort. It also offers deep analysis to catch tricky issues and lets you see your code’s structure visually. This means you can write better PHP code faster and with more confidence. Installation is easy on macOS and Linux using a simple script or other methods like Homebrew or Composer. https://github.com/carthage-software/mago

#kotlin#android#apk#apks#dhizuku#installer#root#shizuku InstallerX Revived is a free, open-source Android app installer that replaces your phone’s default installer with a more powerful and customizable one. It supports many file types like apk, apks, xapk, and zip with multiple apps inside. You get features like batch installs, automatic deletion of install files, and options to block certain apps from installing. It works on Android 7 to 16 and offers a modern interface with language support. This installer improves installation speed, fixes bugs, and lets you control installation settings for a smoother, safer app installation experience. It’s community-maintained and respects your privacy. https://github.com/wxxsfxyzm/InstallerX-Revived

#typescript#docker#file_management#self_hosted#ssh#ssh_tunnel Termix is a free, open-source platform that helps you manage multiple servers easily through a web interface. It lets you access servers via SSH with features like split-screen terminals, manage SSH tunnels, edit files remotely, and organize your connections. You can also monitor server stats like CPU and memory use. It has strong security with user authentication and supports modern web design for a clean look. Termix is easy to install using Docker and offers ongoing improvements like mobile support and more admin controls. This saves you time and effort by centralizing server management in one place. https://github.com/LukeGus/Termix

#python Chatterbox TTS is a powerful, open-source text-to-speech model that can clone voices with just a few seconds of audio and lets you control emotional intensity to make speech sound natural or dramatic. It works fast enough for real-time use, like virtual assistants or games, and produces very clear, stable speech. It also includes a hidden watermark in every audio file to help track and ensure responsible use. You can easily install and use it in Python, and it supports voice conversion to change one voice into another. This helps you create expressive, personalized speech for videos, games, or AI projects without needing expensive software. https://github.com/resemble-ai/chatterbox

#python Fooocus is a free, offline, and open-source AI image generator that creates high-quality images from simple text prompts without needing complex settings. It uses the powerful Stable Diffusion XL model and offers easy installation with minimal clicks. Fooocus includes advanced features like inpainting, outpainting, face swapping, and prompt expansion to improve image quality and creativity. It supports multiple presets (general, anime, realistic) and works on Windows, Linux, and Mac with moderate hardware requirements (4GB GPU VRAM minimum). This makes it accessible for users who want professional-level AI image generation without technical hassle or online dependency. https://github.com/lllyasviel/Fooocus

#other Cognitive load is the mental effort needed to understand and work with code. Since our brain can only hold about four pieces of information at once, complex code with many conditions, deep inheritance, or too many small modules increases this load, making it harder to understand and maintain. To reduce cognitive load, use clear, meaningful variable names, prefer composition over inheritance, avoid too many tiny modules, and keep interfaces simple. Also, avoid excessive abstractions, tight coupling with frameworks, and overly complex architectures. Lower cognitive load helps you and your team understand code faster, reduce bugs, and be more productive. https://github.com/zakirullin/cognitive-load