Coding & Development

Vectra AI is a leading cybersecurity AI platform designed to protect modern networks from sophisticated attacks. It leverages Attack Signal Intelligence to analyze real-time data and identify compromised areas, providing preemptive protection, observability, and proactive detection and response across network, cloud, and identity environments. The platform helps enterprises reduce cyber risk, detect and contain active threats, and strengthen resilience in hybrid and multi-cloud settings. Vectra AI offers solutions for SOC modernization, SIEM optimization, IDS replacement, EDR extension, and critical infrastructure risk management, arming security analysts with crucial intel to stop attacks fast.

Bloom Stories provides a platform for cultivating sensual wellness through a wide variety of spicy audio stories and audiobooks. The content, including fictional narratives, guided self-touch sessions, and relaxation aids, is 100% human-made by compensated creators, ensuring ethical crafting without AI for writing, recording, or editing. Additionally, Bloom Stories features "Bloom Chat," an innovative AI-powered roleplaying experience where users can interact with characters via text and voice messages. This chat feature uses advanced AI technology with the explicit permission and compensation of voice actors, offering a unique and immersive personalized conversation experience. The platform is available on the web and as an app for Apple and Android devices, with a free membership tier and premium subscription options.

PanelRP offers a complete management solution for roleplay servers, supporting popular games such as FiveM, GTA RP, SAMP, Minecraft, and RedM. It provides a multi-tenant panel with custom domain support, enabling server administrators to manage players, staff, and server activities efficiently. Key features include advanced customization options for branding, modular features to activate only necessary modules, and tools for managing in-game data like player lists, jobs, and vehicles. PanelRP also offers specialized dashboards like Police MDT and Hospital MDT, along with public-facing sites for players such as real estate, classifieds, and government portals, making it a robust platform for professional RP server management.

Yolov9 is a cutting-edge AI tool hosted on Hugging Face Spaces, designed for advanced object detection within images. Users can upload an image and leverage various models to identify objects, with the flexibility to adjust parameters such as image size, confidence scores, and Intersection over Union (IoU) thresholds. This allows for fine-tuning the detection process to achieve highly accurate results, complete with bounding boxes around detected objects. While the current live demo is experiencing a runtime error related to CUDA device availability, the underlying technology is geared towards providing a robust platform for testing and implementing object detection capabilities, making it suitable for applications requiring precise real-time object recognition.

PyHealth is a comprehensive, open-source deep learning Python toolkit designed to support clinical predictive modeling for both ML researchers and medical practitioners. It aims to make healthcare AI applications easier to develop, test, and deploy, offering flexibility and customizability. Key features include a modular 5-stage pipeline, a healthcare-first approach with support for medical codes and clinical datasets like MIMIC and eICU, and over 33 pre-built models with production-ready trainers and metrics. The toolkit supports more than 10 healthcare tasks and datasets, providing fast data processing for quick experimentation. PyHealth also includes independent modules for medical code mapping (pyhealth.medcode) and medical code tokenization (pyhealth.tokenizer), enhancing its utility for complex healthcare data.

Paligemma2 Vqav2 is an AI tool designed for visual question answering, finetuned on the VQAv2 dataset. It enables users to upload an image and then pose specific questions about its content. The tool processes these queries and provides detailed, AI-generated answers, making it useful for understanding and extracting information from visual data. While the current live website indicates a runtime error, its core functionality is to facilitate interactive image analysis through natural language questions, offering a practical application for research and development in AI, particularly in the domain of multimodal understanding.

Redirections is an HTTP redirect management platform designed for developers and technical teams to deploy and manage redirect rules efficiently. It offers sub-50ms global edge lookups, ensuring blazing-fast performance with zero cold starts across 300+ edge locations. Users can create and manage redirect rules through a web dashboard, which are then queried via a simple HTTP API. A key feature is its ability to export production-ready configurations for various server types, including Nginx, HAProxy, Varnish, and Next.js, allowing for centralized rule management and server-specific config generation. The platform also includes advanced features like automatic redirect chain detection, CSV bulk import, an analytics dashboard, and a full audit trail, making it suitable for managing redirects at scale.

recurrent-pretraining offers the complete code used to train a large-scale depth-recurrent language model, Huginn-0125, on 4096 AMD GPUs. This repository serves as a valuable reference for researchers and engineers interested in the exact methodologies and configurations employed for such a demanding task, especially within the constraints of AMD systems. It includes code for pretraining, inference, tokenizer generation, and data preparation. The project also provides detailed instructions for reproducing benchmark scores using the lm-eval harness and supports fast inference via vllm. The entire training dataset is available on Hugging Face, making it a comprehensive resource for those looking to understand or replicate advanced recurrent depth model training.

The 100-days-of-machine-learning repository by CampusX Official is an open-source educational resource designed to guide users through machine learning fundamentals over 100 days. It covers a wide array of topics, including data handling with CSV, JSON, and SQL, web scraping for data, descriptive statistics, univariate and bivariate analysis, and advanced data preprocessing techniques like standardization, normalization, and encoding. The curriculum also delves into handling missing data, outlier detection, feature engineering, and various regression and classification models such as simple linear regression, multiple linear regression, logistic regression, random forest, and gradient boosting. Each day typically includes code examples and explanations, making it a practical learning path for aspiring machine learning engineers and data scientists.

Paper Plane Simulator is an indie game designed for casual gamers seeking a quick and enjoyable pastime. Players can throw paper planes from the iconic skyscrapers of New York City in a 3D environment. The game is built with Zencoder and is currently a desktop-only experience. Users can vote on future cities to be added, such as Tokyo, San Francisco, Chicago, Hong Kong, and Sydney, indicating potential for expansion. The simulator provides a simple interface with options for sound control and random throws, aiming for a relaxing and immersive experience with city ambiance and background music.

Zoomment is an open-source commenting widget designed to seamlessly enhance engagement on Static Site Generated (SSG) websites. It provides an easy-to-embed solution for website owners to receive and manage comments, fostering community interaction directly on their sites. The widget supports various customization options, including themes, languages, Gravatar integration, and emotion reactions, allowing for a personalized commenting experience. By offering a straightforward way to add interactive elements, Zoomment helps transform static content into dynamic platforms for discussion and user feedback, making it an ideal tool for developers and content creators looking to build vibrant online communities without complex backend setups.

PolaroidVL Installer provides a convenient way for users to install the PolaroidVL Model directly onto their local devices. This facilitates local AI development and research by allowing users to upload images and ask questions about their content. The tool then provides detailed answers based on the image information. It supports common image formats like JPG, PNG, and GIF, with file sizes up to 10MB. Hosted on Hugging Face Spaces, it offers a straightforward solution for those looking to implement and experiment with the PolaroidVL Model in a local environment.

Bitpart.AI offers an AI NPC engine designed by game developers for game developers, allowing them to populate virtual worlds with characters that exhibit realistic behavior. The Bitpart SDK includes a growing library of Archetypes, which are fully functional out-of-the-box and customizable with integrated tools. These Archetypes come equipped with actions, animations, and dialogue, and can be adapted or used as a foundation for creating new ones. A key component of the SDK is Aesop, Bitpart’s AI Director, which uses multi-agent planning to orchestrate dynamic interactions and conversations between NPCs, and between NPCs and players. Bitpart supports cross-platform development and is currently available in Alpha release on Fab, with continuous updates planned for functionality, authoring tools, actions, and Archetypes.

Umso is a user-friendly website builder designed for individuals and small businesses to create professional websites without any coding experience. It simplifies the website creation process from idea to publication, offering a generator for initial drafts and an intuitive editor with fewer options to streamline design. The platform includes essential features such as analytics, customizable forms, and blogging capabilities directly built-in, eliminating the need for third-party integrations. Umso also supports multilingual sites and offers a privacy-first cookie solution for GDPR compliance. Its focus is on productivity, utilizing AI where it matters to enhance the user experience rather than offering superficial AI features.

Llama Cpp Python Cuda is a Hugging Face Space designed for CUDA-accelerated Python development using Llama models. This tool facilitates the integration and execution of Llama models within Python environments, leveraging CUDA for enhanced performance. It is particularly useful for developers and AI engineers who work with large language models and require efficient computation. The platform provides a ready-to-use environment for experimenting with Llama models, as indicated by the runtime logs showing model loading, context creation, and performance timings. While the current live website shows a runtime error, the underlying functionality aims to support advanced AI development tasks.

awesome-vision-language-pretraining-papers is a curated collection of recent advancements in Vision and Language PreTrained Models (VL-PTMs). Maintained by WANG Yue, this GitHub repository provides an organized list of academic papers covering image-based, video-based, and speech-based VL-PTMs. It categorizes papers into areas like Representation Learning, Task-specific applications, and Analysis, offering direct links to papers and their associated code where available. The resource also includes sections for other transformer-based multimodal networks and additional relevant surveys and reading lists, making it an invaluable resource for researchers and practitioners looking to stay updated on the latest developments in multimodal AI.

Cywareness.io is a comprehensive cybersecurity awareness training platform designed to minimize organizational risk by transforming employees into a human firewall. The platform offers automated and personalized cybersecurity awareness training programs, including unlimited realistic phishing simulations to test employee knowledge and response to various attack vectors. It provides instant reports and full insights through a dashboard to track progress and identify areas for improvement. Cywareness also features a vast video library for training, with the option to upload custom content, and offers micro-training after simulated attacks. With ISO27001 certification, Cywareness emphasizes secure and reliable solutions, integrating with Microsoft and Google workspaces for efficient management of training programs.

AppView is an opinionated website template designed for iOS app developers to quickly create a professional online presence for their applications. It streamlines the process of building a website, offering features like automatic device bezels for screenshots, dark and light modes, full responsiveness, and SEO best practices. The template is built as a static website, allowing for free hosting on services like GitHub Pages or Vercel. It includes components such as a waitlist page for email collection, a release notes blog, and 15 built-in color themes. AppView aims to save developers time and effort, enabling them to focus on their app while ensuring a strong web presence.

AI_Challenger_2018 is an open-source platform designed to foster artificial intelligence talent globally by offering open datasets and programming competitions. It provides a structured environment for AI enthusiasts and professionals to test and develop their skills. The platform includes essential resources such as evaluation scripts for various competition tracks, enabling participants to accurately assess their model's performance. Additionally, baseline models are provided to help users kickstart their projects, offering a foundational understanding and a starting point for further improvements. While these baselines offer modest results, they are crucial for initial engagement and learning within the competition framework. The platform encourages continuous improvement and innovation in AI.

The Alan AI SDK for iOS allows developers to integrate intelligent AI agents into their iOS applications, supporting both Swift and Objective-C. This SDK is part of the broader Alan AI Platform, which focuses on Application-Level AI to generate business logic and UI in real-time. It enables human-like conversations and allows users to control app functionalities through voice commands. Developers can sign up for Alan AI Studio to build and test dialog scripts in JavaScript, then use the SDK to embed these AI agents. The platform aims to make software adaptive, responding and evolving automatically based on user needs, and supports various other platforms like Web, Android, Flutter, and React Native.

CustomFit.ai 2.0 is an AI-driven, no-code platform designed for A/B testing and website personalization, specifically built to boost conversion rates for D2C brands. It allows users to deliver tailored website experiences that adapt to each visitor’s behavior, preferences, and journey in real-time. With its drag-and-drop visual editor, marketers can easily edit and personalize websites without any coding. The platform supports various e-commerce platforms like Shopify, WooCommerce, BigCommerce, Magento, and Salesforce. Key features include content A/B testing, theme-level A/B testing, pricing and discount experimentation, smart buyer intent-based nudges, and geo-based personalization. It also offers hundreds of pre-built widgets and real-time analytics to track performance and uncover actionable insights.

releasing-research-code offers comprehensive tips and guidelines for effectively releasing machine learning research code. These recommendations are collated from an analysis of over 200 popular ML research repositories and are now official guidelines at NeurIPS 2021. The project emphasizes practices that facilitate reproducibility and correlate with higher GitHub stars. Key components include a README.md template, an ML Code Completeness Checklist covering dependencies, training code, evaluation code, pre-trained models, and detailed result tables. The resource also provides additional awesome resources for hosting pre-trained models, managing model files, standardized model interfaces, results leaderboards, and making project pages and demos.

Voiden is an innovative, offline-first API workspace designed for developers who want to manage their API lifecycle like code. It unifies API specifications, documentation, testing, and mocking within a single Git-native environment. By leveraging programmable Markdown blocks, Voiden allows users to design, test, and document APIs in one place, ensuring everything is version-controlled and diffable. Key features include executable API documentation, block-based API composition for reusability, and true Git-native workflows without proprietary formats or sync integrations. Voiden supports multiple protocols like REST, WebSocket, gRPC, and GraphQL, and offers advanced features such as pre/post request scripts, YAML environment support, and community extensions, making it a comprehensive solution for modern API development.

Prismic is a headless page builder designed to empower marketers to create on-brand pages quickly and efficiently, while providing developers with the tools to build custom components. It supports popular frameworks like Next.js, Nuxt, and SvelteKit, offering deep, official integrations for seamless development. The platform features a dynamic Page Builder that reduces time to launch new pages, straightforward live previews, and content scheduling for maximum impact. Prismic also incorporates AI component creation and automation for repetitive tasks, allowing teams to multiply their best work. It emphasizes local independence, enabling developers to own their code and focus on delivering competitive builds without legacy tech debt. The tool also offers solutions for ABM personalization and SEO targeting, helping to drive traffic and conversion by automating the creation of optimized landing pages.