Research & Education

This GitHub repository, Assemblies-of-putative-SARS-CoV2-spike-encoding-mRNA-sequences-for-vaccines-BNT-162b2-and-mRNA-1273, serves as a vital resource for researchers studying RNA vaccines. It provides experimental sequence information for the RNA components of the Moderna (mRNA-1273) and Pfizer/BioNTech (BNT-162b2) COVID-19 vaccines. The project details the methodology used for obtaining and sequencing these RNAs from discarded vaccine remnants, including extraction, fragmentation, and sequencing protocols. It offers assembled contigs encoding full-length spike proteins, verifying the Pfizer sequence and providing a working assembly for Moderna's vaccine. This data is crucial for researchers and clinicians to identify therapeutic-derived RNA sequences in high-throughput RNA-seq studies, distinguishing them from host or infectious origins.

Astrometry.net is an open-source project designed for the automatic recognition and calibration of astronomical images. It takes an input image and returns astrometric calibration metadata, along with lists of known celestial objects within the field of view. This tool is invaluable for astronomers and researchers who work with images where celestial coordinates are unknown or untrusted, helping to organize, annotate, and make astronomical information searchable. The project is developed on GitHub and offers documentation, a web service, and Docker containers for easy deployment and use.

Tutorial Search is a comprehensive search engine designed to help users discover and compare online tutorials and courses from leading learning platforms such as Udemy, Skillshare, and Pluralsight. With over 50,000 indexed tutorials, it provides a centralized hub to find educational content across various subjects, from programming languages and web development to business management and creative arts. Users can filter results by skill level, duration, and ratings to pinpoint courses that align with their learning objectives. The platform is completely free to use, offering side-by-side comparisons of course details, prices, and reviews, making it easier to make informed decisions without hidden costs or sign-up requirements. It aims to simplify the process of finding high-quality educational resources.

3D-Gaussian-Splatting-Papers is a comprehensive and continuously updated repository dedicated to research papers on 3D Gaussian Splatting. This resource is invaluable for AI researchers and computer vision engineers seeking to stay abreast of the latest advancements in the field. The repository meticulously tracks and categorizes publications from major conferences and journals, including ICLR, CVPR, ECCV, ACM MM, SIGGRAPH, NeurIPS, and many others, spanning from 2024 to 2026. It also includes an archive of survey papers and offers detailed information for each entry, such as authors, affiliations, and links to abstracts, arXiv preprints, and code repositories, making it a central hub for academic exploration and collaboration in 3D Gaussian Splatting.

This open-source project, Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning, focuses on training an autonomous driving agent using Deep Reinforcement Learning (DRL) within the CARLA urban simulation environment. It specifically employs the Proximal Policy Optimization (PPO) algorithm for learning complex decision-making tasks in a continuous state and action space. A key feature is the integration of a Variational Autoencoder (VAE) to compress high-dimensional observations into a low-dimensional latent space, potentially accelerating the agent's learning process. The project provides an end-to-end solution for autonomous driving, covering CARLA environment setup, VAE implementation, and PPO agent training. It includes pre-trained PPO agents for different CARLA towns and detailed instructions for setting up the project, installing dependencies, and running or training new agents.

Octopye is a digital design and web engineering studio based in the UK, specializing in creating custom websites, web applications, and providing technical SEO foundations. They cater to service businesses needing clearer positioning, stronger trust signals, and better-quality inquiries. Their services range from new business website builds and redesigns with integrated SEO to advanced web apps and integrations. Octopye emphasizes a clear, simple approach, defining client needs, designing and building with clean code, and launching with SEO and technical standards in place. They focus on fast page performance, mobile-first responsiveness, and maintainable codebases, ensuring websites are built for reliability, speed, and long-term use.

The HR Management App is a comprehensive mobile application designed for HR professionals, offering a wealth of information on people management strategies, best practices, and industry news. It includes exclusive featured content, up-to-the-minute HR news headlines, videos, and blogs. The app also provides the latest HR job listings for the USA, UK, NZ, Australia, and Canada, along with information on featured industry providers. It aims to keep users at the forefront of today's HR landscape, supporting their professional development and decision-making with easily accessible content on the go.

awesome-gemini-ai is an open-source repository offering a curated collection of high-performance prompts, use cases, and examples specifically designed for Google's Gemini 1.5 Pro and Ultra models. Sourced from platforms like X (Twitter), Reddit, and top prompt engineers, this resource focuses on maximizing Gemini's capabilities for various tasks. Users can find prompts for web development and coding, UI/UX design generation, creative experiments, and even multilingual applications. The collection emphasizes utilizing Gemini's reasoning for complex applications, such as generating award-winning websites or simulating operating systems, making it a valuable resource for developers and designers looking to push the boundaries of AI-driven creation.

awesome-gan-for-medical-imaging is a curated, open-source list of Generative Adversarial Network (GAN) resources specifically tailored for medical imaging applications. Inspired by other 'awesome-*' initiatives, this repository on GitHub provides a comprehensive collection of research papers and code related to GANs in medical contexts. It covers diverse topics such as low-dose CT denoising, medical image segmentation, detection, synthesis, reconstruction, classification, and registration. Researchers can leverage this resource to explore the latest advancements and find relevant studies for their work in medical image analysis and AI development.

awesome-3D-gaussian-splatting is an open-source, curated collection of resources dedicated to 3D Gaussian Splatting (3DGS) and related technologies. This GitHub repository serves as a central hub for researchers, developers, and enthusiasts to explore papers, implementations, viewers, and learning materials. It aims to keep pace with the rapid advancements in 3DGS, offering a comprehensive database of academic papers, various community and official implementations across different programming languages, and support for popular game engines like Unity and Unreal. Additionally, it lists numerous viewers, including web-based, desktop, and VR options, alongside essential tools and utilities for data processing and development. The repository also provides extensive learning resources, including blog posts, talks, and video tutorials, making it an invaluable resource for anyone looking to understand or contribute to the 3DGS domain.

Awesome-3D-Object-Detection-for-Autonomous-Driving is a GitHub repository that accompanies a comprehensive survey paper titled "3D Object Detection for Autonomous Driving: A Comprehensive Survey (IJCV 2023)". This resource is designed to help researchers and engineers stay updated on the latest advancements in 3D object detection techniques for autonomous driving systems. The repository categorizes methods into LiDAR-based, Camera-based, Multi-Modal, Temporal, and Label-Efficient 3D Object Detection, as well as their application in Driving Systems. It provides detailed overviews of various approaches within each category, including point-based, grid-based, anchor-based, and fusion techniques. The content is structured to offer a chronological overview and includes links to relevant papers, making it an essential reference for anyone working in this specialized domain.

Vocabulary is a mobile application designed to elevate word power by introducing users to rare, beautiful, and evocative English words. Unlike typical vocabulary tools, it focuses on advanced learners and native speakers, providing curated collections of poetic and uncommon words. Each entry includes real audio pronunciation, word origins and etymology, and contextual examples to show natural usage. The app offers daily practice, personalized learning paths, and customization options, allowing users to save words, activate reminders, and practice regularly. It also features widgets for passive learning and gamified practice with quizzes to make learning engaging and effective.

Blarma is a mobile application designed to facilitate vocabulary acquisition and language learning through a scientifically proven, four-step method. It leverages visual and audio training, pairing new words with images to trigger dual coding for intuitive understanding. The app places words into AI-personalized sentences and stories, promoting contextual learning similar to real-life language acquisition. Blarma incorporates a smart spaced repetition algorithm to manage the 'forgetting curve,' ensuring long-term retention of vocabulary. Users can engage in unlimited practice drills for pronunciation, writing, and listening, transforming passive knowledge into active language skills. It supports 14 languages and is available on iOS and Android.

Acceleread is a powerful mobile application designed to significantly improve reading speed and comprehension through science-backed techniques. It functions as a "Duolingo for Speed Reading," providing effective exercises and personalized training plans that can boost reading skills in as little as two weeks. The app focuses on both speed and retention, ensuring users not only read faster but also understand and remember more. It is ideal for individuals looking to enhance their reading efficiency, offering an intuitive interface and progress tracking to monitor improvements. Users have reported significant boosts in reading speed and comprehension, making it a valuable tool for anyone aiming to learn faster and retain more information.

AI News for Kids, also known as 6seven, is a unique daily news platform designed specifically for children aged 8 to 15. It leverages an AI named Nova to rewrite complex science and technology news stories into language that is easily understandable and engaging for young minds. The platform aims to not only inform kids about the latest advancements but also to cultivate critical thinking skills by encouraging them to ask deeper questions about the technology shaping their future. With a strong emphasis on privacy, 6seven operates without accounts, tracking, or ads, storing all activity locally on the device. It offers interactive features like short story cards ("Sparks"), deeper article dives, and daily challenges, available in multiple languages, making it an invaluable resource for parents and educators seeking to introduce children to the world of AI and tech in a safe and accessible way.

awesome-embedded-rust is a comprehensive, curated list of resources specifically designed for embedded and low-level development using the Rust programming language. This project is maintained by the Rust Embedded Resources team and serves as a central hub for developers. It features an extensive collection of useful crates, including peripheral access crates for various microcontrollers like Microchip, Nordic, NXP, Raspberry Pi, and STMicroelectronics, as well as HAL implementation and architecture support crates. The list also provides information on real-time operating systems (RTOS) like Drone OS, FreeRTOS.rs, and Tock, alongside a wide array of development tools such as `svd2rust` for generating Rust structs from SVD files, `cargo-flash` for binary downloads, and the `Knurling Tools` suite for building, debugging, and testing embedded Rust systems. Additionally, it offers a rich selection of free and paid books, blogs, and training materials, covering topics from introductory embedded Rust to advanced DSP on Cortex-M microcontrollers.

GoReply is a unique platform designed for businesses focusing on Corporate Social Responsibility (CSR) and Environmental, Social, and Governance (ESG) reporting. It enables employees to engage in skill-based, paid volunteering, where consultation fees are donated to carefully vetted charities. The platform connects professionals from leading organizations with individuals seeking expert advice across various industries like Consulting, Healthcare, Finance, Tech, Marketing, and Retail & Real Estate. GoReply helps companies build sustainability reporting networks by documenting employee contributions to social responsibility, enhancing their CSR and ESG profiles. Users can monetize their expertise, reduce unsolicited contact requests, and contribute to causes they care about, while businesses can track and quantify their social impact.

Codeglf is an online platform dedicated to "code golf" challenges, specifically focusing on Python. It provides a competitive environment where developers can solve programming puzzles with the goal of writing the most concise code possible. The platform emphasizes a "local-first" approach, suggesting robust offline capabilities or a focus on client-side processing for an efficient user experience. Codeglf is an excellent resource for Python developers looking to hone their problem-solving skills, learn new language features, and engage in friendly competition. It fosters a deeper understanding of Python's syntax and capabilities, pushing programmers to write elegant and efficient solutions.

CalcForAnything is a comprehensive platform offering a vast collection of free online calculators across various domains such as solar & energy, finance, health & fitness, math, home & living, nursing & medical, and AI & technology. Users can access instant and accurate results without the need for sign-up or fees. The platform features a diverse array of tools, from a Solar Panel Payback Calculator and Compound Interest Calculator to a Debt Snowball Calculator and Pet Lifetime Cost Calculator. It aims to provide quick answers for personal and business financial planning, health assessments, and everyday calculations, making complex computations accessible and straightforward for everyone.

Bibelanalys offers an interactive platform for exploring the Bible, designed to enhance study and comprehension through dynamic visualizations. Users can navigate scriptural content with integrated timelines that contextualize events chronologically, geographical maps that illustrate locations mentioned in the Bible, and informative popups providing additional details. The tool specifically analyzes the Gospels and the stories of the 12 disciples, utilizing the Folkbibeln 2015 translation. This makes it an ideal resource for anyone interested in a deeper, more visual understanding of biblical narratives and historical contexts.

This research tool presents a groundbreaking demonstration of how evolved cellular systems can autonomously navigate complex mazes. Crucially, this navigation occurs without any prior training or explicit fitness functions, highlighting an emergent form of intelligence in biological computation. The tool illustrates how fundamental cellular behaviors, driven by evolutionary processes, can lead to sophisticated problem-solving capabilities. This work offers significant insights into the potential for biological systems to perform complex tasks through self-organization and adaptation, challenging traditional views on engineered intelligence and providing a new perspective on the origins of problem-solving in living systems.

Mapanything Gradio is a Hugging Face Space application developed by Facebook that specializes in generating detailed 3D models and depth maps from uploaded images or videos. The tool reconstructs visual data, offering comprehensive visualizations of both depth and surface normals. This functionality enables users to perform precise measurements directly on the reconstructed 3D models. Hosted on Hugging Face, it leverages advanced AI capabilities to transform 2D inputs into rich 3D representations, making it a valuable resource for tasks requiring spatial analysis and 3D reconstruction from visual media.

ToTo: Topic Today is a free mobile application designed to enhance language learning through daily, short stories. It provides content tailored to various CEFR levels (A1-C2) in languages such as Spanish, Dutch, Italian, Romanian, Swedish, and English. Each story takes approximately 3-5 minutes to read, making it easy to integrate into a daily routine. Unlike gamified apps, ToTo focuses on extensive reading, an evidence-based method proven to improve vocabulary, reading comprehension, and overall language proficiency by exposing learners to meaningful content at their appropriate level. The app is currently available for Android, with an iPhone version planned for future release.

avod is an open-source implementation of the Aggregate View Object Detection (AVOD) network, specifically designed for 3D object detection in autonomous driving scenarios. This repository offers a Python-based solution for researchers and developers to implement and experiment with advanced 3D object detection algorithms. It leverages view aggregation techniques to enhance detection accuracy. The project includes detailed instructions for setting up the environment, installing dependencies, configuring training parameters, and running evaluations on datasets like KITTI. It also provides pre-trained models and scripts for visualizing results, making it a comprehensive resource for those working in the field of autonomous vehicle perception.