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Great Learning is an online platform offering a wide range of courses, PG certificates, and degree programs in various domains such as AI & Machine Learning, Data Science, Business Analytics, Cloud Computing, Cyber Security, Software Development, Digital Marketing, Design, MBA, and Masters. The platform provides opportunities to learn from top universities, offers career support, success stories, and enterprise solutions. With a focus on AI and Machine Learning, Great Learning aims to elevate expertise and provide transformative programs to help individuals enhance their skills and advance their careers.

Pickl.AI is a platform offering professional certification courses in Data Science, empowering individuals to enhance their career prospects. The platform provides a range of courses tailored for beginners, students, and professionals, covering topics such as Machine Learning, Python programming, and Data Analytics. Pickl.AI aims to equip learners with industry-relevant skills and expertise through expert-led lectures, real projects, and doubt-clearing sessions. The platform also offers job guarantee programs and short-term courses to cater to diverse learning needs.

iLovePhD is a comprehensive research platform that serves as a one-stop solution for all research needs. It offers a wide range of services including access to journals, postdoc opportunities, scholarships, IoT security tools, job listings, datasets, and UGC-CARE journals. The platform also features ChatGPT for plagiarism detection and artificial intelligence applications. iLovePhD aims to assist researchers and academicians in publishing impactful work and staying updated with the latest trends in the academic world.

UNA is an AI-powered platform revolutionizing the immigration process. It offers comprehensive insights on Canadian immigration programs such as entrepreneur, study, investment, skilled worker, provincial nomination, refugee, family reunification, and self-employment. UNA tailors suitable immigration paths for users and provides real-time interpretation of the latest immigration policies.

The International Institute of Business Analysis (IIBA) website is a global standard platform that offers resources, certifications, and best practices for business analysts. It provides a curated body of knowledge to advance careers in business analysis and enable successful organizational change. The website features tools, templates, and expert insights to enhance business analysis practices and drive value through artificial intelligence integration.

Google for Developers provides developers with tools, resources, and documentation to build apps for Android, Chrome, ChromeOS, Cloud, Firebase, Flutter, Google AI Studio, Google Maps Platform, Google Workspace, TensorFlow, and YouTube. It also offers programs and events for developers to learn and connect with each other.

Hidden Layers AI is a consultancy and training company specializing in Generative AI for businesses. They offer services such as AI training, business assessments, and implementation to help organizations harness the power of AI efficiently. The company stands out for its expertise in seamlessly integrating GenAI and LLM technologies, empowering workforce with GenAI capabilities, and crafting efficient GenAI workflows. Hidden Layers AI provides customized training programs for all levels and departments, ensuring practical AI skills development. They also offer a range of AI solutions from basic implementation to full-scale transformation, with a focus on user adoption, risk management, and ongoing support.

Macgence is an AI training data services platform that offers high-quality off-the-shelf structured training data for organizations to build effective AI systems at scale. They provide services such as custom data sourcing, data annotation, data validation, content moderation, and localization. Macgence combines global linguistic, cultural, and technological expertise to create high-quality datasets for AI models, enabling faster time-to-market across the entire model value chain. With more than 5 years of experience, they support and scale AI initiatives of leading global innovators by designing custom data collection programs. Macgence specializes in handling AI training data for text, speech, image, and video data, offering cognitive annotation services to unlock the potential of unstructured textual data.

AI CERTs is a platform that offers role-based AI and Blockchain Certifications to promote lifelong learning and help companies build a smarter workforce. With a mission to certify a billion people, AI CERTs provides certifications across technical, business, and future-oriented roles. The platform integrates AI with Blockchain technology, ensuring practical, job-ready expertise. AI CERTs is committed to social impact, aiming to empower individuals with premier AI and Blockchain certifications while contributing to building schools for underprivileged children.

KeynoteSpeak.com is an AI-powered platform that showcases the world's best keynote speakers and keynote videos. Founded by Jeremy Gutsche, a NY Times Bestselling Author and CEO of Trend Hunter, the platform aims to inspire users with exclusive business keynotes often excluded from TED Talks. With a vast database of ideas, innovations, and trend reports, KeynoteSpeak.com offers customized trend reports, presentations, and deep dives 20x faster than traditional research. Users can also access a wide range of innovation strategy articles, keynote videos, and innovation tools to accelerate their innovation potential. The platform provides award-winning programs, research, and custom training events to help organizations ignite disruptive thinking and stay ahead of need-to-know trends and insights.

Future Festival is an AI-powered innovation conference and platform that offers a wide range of services to help individuals and businesses stay ahead of trends and drive innovation. With a focus on AI and technology, the platform provides access to a vast database of ideas and innovations, trend reports, consumer insights, and custom research. The platform also offers training programs, keynote events, and workshops to accelerate innovation and foster disruptive thinking. Future Festival aims to be the world's best innovation conference, bringing together industry leaders, visionaries, and pioneers to shape the future through AI-driven insights and strategies.

Trend Hunter is an AI-powered platform that offers a wide range of services to help individuals and businesses stay ahead of the curve in innovation and trends. With a vast database of ideas and innovations, AI-powered Trend Reports, and a weekly newsletter, Trend Hunter provides valuable insights and resources to over 317,000 subscribers. The platform also offers advisory services, innovation assessment, custom training, and events to accelerate innovation and ignite disruptive thinking. Led by Jeremy Gutsche, a renowned keynote speaker and author, Trend Hunter is trusted by top brands, billionaires, CEOs, and world leaders to drive innovation and change. Through workshops, masterclasses, and custom programs, Trend Hunter helps organizations unlock their innovation potential and navigate the ever-changing landscape of business and technology.

FuturistU is an AI-powered masterclass platform that offers a vast database of ideas and innovations, trend reports, consumer insights, and customized services to accelerate innovation and ignite disruptive thinking. With over 20 million people benefiting from their New York Times Bestselling books and keynote videos, FuturistU aims to prepare individuals and organizations for the future by providing cutting-edge tools, frameworks, and training programs. Their AI-powered Trend Reports and exclusive PRO research help brands stay ahead of the curve by uncovering major shifts and emerging opportunities in the market.

Trend Hunter is an AI-powered platform that offers a wide range of services to help individuals and businesses stay ahead of the curve in innovation and trends. With a vast database of ideas and innovations, Trend Hunter provides trend reports, newsletters, training events, and advisory services to help clients accelerate innovation, refine their tactics, and create new products and services. The platform also offers custom training programs, innovation assessments, and a learning database to enhance creativity and strategic thinking.

Trend Hunter is an AI-powered platform that offers a wide range of services to accelerate innovation and provide insights into trends and opportunities. With a vast database of ideas and innovations, Trend Hunter helps individuals and organizations stay ahead of the curve by offering trend reports, newsletters, training programs, and custom services. The platform also provides personalized assessments to enhance innovation potential and offers resources such as books, keynotes, and online courses to foster creativity and strategic thinking.

DataTal.ai is an AI-powered platform that provides a comprehensive database of data-related job opportunities in the US. Users can search for various data jobs, learn about data bootcamps and programs, and explore featured companies in the field. The platform offers a user-friendly interface to connect job seekers with potential employers in the data science, data analysis, AI, ML engineering, and business intelligence domains.

BISA AI Academy is an AI education platform offering online and offline courses with a variety of materials, professional instructors, and engaging learning paths. The platform provides over 100 free courses with certificates upon completion of quizzes and assignments. Additionally, there are premium master classes available, job training programs, and corporate training options. BISA AI Academy covers fields such as Data Science, IoT, Blockchain, and Programming, offering offline classes, special programs like Prakerja, webinars, and certification programs. The platform also provides solutions for IT services, AI intelligence, system development, and educational consulting.

Trend Reports.com is a leading platform offering Trend Reports, Consumer Insights, Custom Trend Research, and Market Research services. With the world's largest database of ideas and innovations, the platform provides AI-powered Trend Reports to brands for better and faster insights. It also offers newsletters, advisory services, innovation programs, and training events to accelerate innovation and ignite disruptive thinking. Trend Reports.com leverages big data, Artificial Intelligence, and market research methods to deliver custom research reports, presentations, and deep dives 20x faster than traditional methods. The platform caters to entrepreneurs, innovators, and CEOs who rely on its trend reports to stay ahead of the crowd.

A.V. Mapping is an AI-powered platform for music and sound licensing, offering a one-stop solution for audio-video mapping. It provides services such as music search engine, signals matching, and problem-solving for creators in the film and music industries. The platform allows users to upload their main programs, manage their content, and explore various applications. A.V. Mapping leverages AI technology to automatically find suitable music and sound for uploaded videos, making it easier for creators to enhance their projects with high-quality audio content.

Dev Radar is an open-source, AI-powered news aggregator that helps users stay up to date with the latest trends in software development. It provides curated articles on various programming languages and frameworks, offering valuable insights for developers. Users can explore a wide range of topics related to JavaScript, Python, React, TypeScript, Rust, Go, Node.js, Deno, Ruby, and more. Dev Radar aims to streamline the process of discovering relevant and informative content in the fast-evolving tech industry.

**Description:** PromptFuzz is an automated tool that generates high-quality fuzz drivers for libraries via a fuzz loop constructed on mutating LLMs' prompts. The fuzz loop of PromptFuzz aims to guide the mutation of LLMs' prompts to generate programs that cover more reachable code and explore complex API interrelationships, which are effective for fuzzing. **Features:** * **Multiply LLM support** : Supports the general LLMs: Codex, Inocder, ChatGPT, and GPT4 (Currently tested on ChatGPT). * **Context-based Prompt** : Construct LLM prompts with the automatically extracted library context. * **Powerful Sanitization** : The program's syntax, semantics, behavior, and coverage are thoroughly analyzed to sanitize the problematic programs. * **Prioritized Mutation** : Prioritizes mutating the library API combinations within LLM's prompts to explore complex interrelationships, guided by code coverage. * **Fuzz Driver Exploitation** : Infers API constraints using statistics and extends fixed API arguments to receive random bytes from fuzzers. * **Fuzz engine integration** : Integrates with grey-box fuzz engine: LibFuzzer. **Benefits:** * **High branch coverage:** The fuzz drivers generated by PromptFuzz achieved a branch coverage of 40.12% on the tested libraries, which is 1.61x greater than _OSS-Fuzz_ and 1.67x greater than _Hopper_. * **Bug detection:** PromptFuzz detected 33 valid security bugs from 49 unique crashes. * **Wide range of bugs:** The fuzz drivers generated by PromptFuzz can detect a wide range of bugs, most of which are security bugs. * **Unique bugs:** PromptFuzz detects uniquely interesting bugs that other fuzzers may miss. **Usage:** 1. Build the library using the provided build scripts. 2. Export the LLM API KEY if using ChatGPT or GPT4. 3. Generate fuzz drivers using the `fuzzer` command. 4. Run the fuzz drivers using the `harness` command. 5. Deduplicate and analyze the reported crashes. **Future Works:** * **Custom LLMs suport:** Support custom LLMs. * **Close-source libraries:** Apply PromptFuzz to close-source libraries by fine tuning LLMs on private code corpus. * **Performance** : Reduce the huge time cost required in erroneous program elimination.

This repository contains a demo application for DepthAI, a tool that can load different networks, create pipelines, record video, and more. It provides documentation for installation and usage, including running programs through Docker. Users can explore DepthAI features via command line arguments or a clickable QT interface. Supported models include various AI models for tasks like face detection, human pose estimation, and object detection. The tool collects anonymous usage statistics by default, which can be disabled. Users can report issues to the development team for support and troubleshooting.

Language Models is a Python package that provides building blocks to explore large language models with as little as 512MB of RAM. It simplifies the usage of large language models from Python, ensuring all inference is performed locally to keep data private. The package includes features such as text completions, chat capabilities, code completions, external text retrieval, semantic search, and more. It outperforms Hugging Face transformers for CPU inference and offers sensible default models with varying parameters based on memory constraints. The package is suitable for learners and educators exploring the intersection of large language models with modern software development.

ell is a lightweight, functional prompt engineering framework that treats prompts as programs rather than strings. It provides tools for prompt versioning, monitoring, and visualization, as well as support for multimodal inputs and outputs. The framework aims to simplify the process of prompt engineering for language models.

LMQL is a programming language designed for large language models (LLMs) that offers a unique way of integrating traditional programming with LLM interaction. It allows users to write programs that combine algorithmic logic with LLM calls, enabling model reasoning capabilities within the context of the program. LMQL provides features such as Python syntax integration, rich control-flow options, advanced decoding techniques, powerful constraints via logit masking, runtime optimization, sync and async API support, multi-model compatibility, and extensive applications like JSON decoding and interactive chat interfaces. The tool also offers library integration, flexible tooling, and output streaming options for easy model output handling.

TypeChat.NET is a framework that provides cross-platform libraries for building natural language interfaces with language models using strong types, type validation, and simple type-safe programs. It translates user intent into strongly typed objects and JSON programs, with support for schema export, extensibility, and common scenarios. The framework is actively developed with frequent updates, evolving based on exploration and feedback. It consists of assemblies for translating user intent, synthesizing JSON programs, and integrating with Microsoft Semantic Kernel. TypeChat.NET requires familiarity with and access to OpenAI language models for its examples and scenarios.

MultiPL-E is a system for translating unit test-driven neural code generation benchmarks to new languages. It is part of the BigCode Code Generation LM Harness and allows for evaluating Code LLMs using various benchmarks. The tool supports multiple versions with improvements and new language additions, providing a scalable and polyglot approach to benchmarking neural code generation. Users can access a tutorial for direct usage and explore the dataset of translated prompts on the Hugging Face Hub.

draive is an open-source Python library designed to simplify and accelerate the development of LLM-based applications. It offers abstract building blocks for connecting functionalities with large language models, flexible integration with various AI solutions, and a user-friendly framework for building scalable data processing pipelines. The library follows a function-oriented design, allowing users to represent complex programs as simple functions. It also provides tools for measuring and debugging functionalities, ensuring type safety and efficient asynchronous operations for modern Python apps.

Smartcat is a CLI interface that brings language models into the Unix ecosystem, allowing power users to leverage the capabilities of LLMs in their daily workflows. It features a minimalist design, seamless integration with terminal and editor workflows, and customizable prompts for specific tasks. Smartcat currently supports OpenAI, Mistral AI, and Anthropic APIs, providing access to a range of language models. With its ability to manipulate file and text streams, integrate with editors, and offer configurable settings, Smartcat empowers users to automate tasks, enhance code quality, and explore creative possibilities.

YGO Agent is a project focused on using deep learning to master the Yu-Gi-Oh! trading card game. It utilizes reinforcement learning and large language models to develop advanced AI agents that aim to surpass human expert play. The project provides a platform for researchers and players to explore AI in complex, strategic game environments.

The 100 Days in AI repository provides a comprehensive roadmap for individuals to learn Artificial Intelligence over a period of 100 days. It covers topics ranging from basic programming in Python to advanced concepts in AI, including machine learning, deep learning, and specialized AI topics. The repository includes daily tasks, resources, and exercises to ensure a structured learning experience. By following this roadmap, users can gain a solid understanding of AI and be prepared to work on real-world AI projects.

This repository serves as a comprehensive hub for updates on generative AI research, interview materials, notebooks, and more. It includes monthly best GenAI papers list, interview resources, free courses, and code repositories/notebooks for developing generative AI applications. The repository is regularly updated with the latest additions to keep users informed and engaged in the field of generative AI.

This repository, named Awesome-Embodied-Agent-with-LLMs, is a curated list of research related to Embodied AI or agents with Large Language Models. It includes various papers, surveys, and projects focusing on topics such as self-evolving agents, advanced agent applications, LLMs with RL or world models, planning and manipulation, multi-agent learning and coordination, vision and language navigation, detection, 3D grounding, interactive embodied learning, rearrangement, benchmarks, simulators, and more. The repository provides a comprehensive collection of resources for individuals interested in exploring the intersection of embodied agents and large language models.

A curated list of open-ended learning AI resources focusing on algorithms that invent new and complex tasks endlessly, inspired by human advancements. The repository includes papers, safety considerations, surveys, perspectives, and blog posts related to open-ended AI research.

The Universal Numbers Library is a header-only C++ template library designed for universal number arithmetic, offering alternatives to native integer and floating-point for mixed-precision algorithm development and optimization. It tailors arithmetic types to the application's precision and dynamic range, enabling improved application performance and energy efficiency. The library provides fast implementations of special IEEE-754 formats like quarter precision, half-precision, and quad precision, as well as vendor-specific extensions. It supports static and elastic integers, decimals, fixed-points, rationals, linear floats, tapered floats, logarithmic, interval, and adaptive-precision integers, rationals, and floats. The library is suitable for AI, DSP, HPC, and HFT algorithms.

This repository provides the official implementation of the paper 'On Embeddings for Numerical Features in Tabular Deep Learning'. It focuses on transforming scalar continuous features into vectors before integrating them into the main backbone of tabular neural networks, showcasing improved performance. The embeddings for continuous features are shown to enhance the performance of tabular DL models and are applicable to various conventional backbones, offering efficiency comparable to Transformer-based models. The repository includes Python packages for practical usage, exploration of metrics and hyperparameters, and reproducing reported results for different algorithms and datasets.

The 'bots' repository is a collection of guides, tools, and example bots for programming bots to play video games. It provides resources on running bots live, installing the BotLab client, debugging bots, testing bots in simulated environments, and more. The repository also includes example bots for games like EVE Online, Tribal Wars 2, and Elvenar. Users can learn about developing bots for specific games, syntax of the Elm programming language, and tools for memory reading development. Additionally, there are guides on bot programming, contributing to BotLab, and exploring Elm syntax and core library.

Hopsworks is a data platform for ML with a Python-centric Feature Store and MLOps capabilities. It provides collaboration for ML teams, offering a secure, governed platform for developing, managing, and sharing ML assets. Hopsworks supports project-based multi-tenancy, team collaboration, development tools for Data Science, and is available on any platform including managed cloud services and on-premise installations. The platform enables end-to-end responsibility from raw data to managed features and models, supports versioning, lineage, and provenance, and facilitates the complete MLOps life cycle.

sd-civitai-browser-plus is an extension designed for Automatic1111's Stable Difussion Web UI, providing features to browse models from CivitAI, check for updates, download specific model versions hassle-free, assign tags to models, access model info quickly, and download models with high-speed using Aria2. The extension offers a sleek and intuitive user interface, actively maintained with feature requests welcome. It also addresses known issues like frozen downloads with possible solutions. The tool is actively developed with regular updates and bug fixes, ensuring a smooth user experience.

This repository is a curated collection of resources for fine-tuning Large Language Models (LLMs) like GPT, BERT, RoBERTa, and their variants. It includes tutorials, papers, tools, frameworks, and best practices to aid researchers, data scientists, and machine learning practitioners in adapting pre-trained models to specific tasks and domains. The resources cover a wide range of topics related to fine-tuning LLMs, providing valuable insights and guidelines to streamline the process and enhance model performance.

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Ce programme fournit des explications claires sur un large éventail de sujets liés à la physique. Les utilisateurs peuvent s'attendre à tout apprendre, des concepts de base de la physique aux théories plus complexes. Il est conçu pour rendre la physique facile à comprendre pour tout le monde.

Este programa ofrece explicaciones claras sobre una amplia gama de temas de física. Los usuarios pueden aprender desde conceptos básicos de física hasta teorías más complejas. Está diseñado para que la física sea fácil de entender para todo el mundo.

Bu program, çok çeşitli biyoloji konuları hakkında net açıklamalar sağlar. Kullanıcılar temel biyolojik kavramlardan daha karmaşık teorilere kadar her şeyi öğrenmeyi bekleyebilirler. Biyolojiyi herkes için kolay anlaşılır hale getirmek üzere tasarlanmıştır.

Dieses Programm bietet klare Erklärungen zu einem breiten Spektrum physikalischer Themen. Die Benutzer können erwarten, dass sie alles von grundlegenden physikalischen Konzepten bis hin zu komplexen Theorien lernen.

Dit programma biedt duidelijke uitleg over een breed scala aan natuurkundige onderwerpen. Gebruikers kunnen verwachten dat ze alles leren, van elementaire natuurkundige concepten tot complexere theorieën. Het is ontworpen om natuurkunde voor iedereen begrijpelijk te maken.

Questo programma fornisce spiegazioni chiare su un'ampia gamma di argomenti di biologia. Gli utenti possono imparare tutto, dai concetti biologici di base alle teorie più complesse. È stato progettato per rendere la biologia facile da capire per tutti.