Best AI tools for< Create Network Architectures >

This Beach Does Not Exist is an AI application powered by StyleGAN2-ADA network, capable of generating realistic beach images. The website showcases AI-generated beach landscapes created from a dataset of approximately 20,000 images. Users can explore the training progress of the network, generate random images, utilize K-Means Clustering for image grouping, and download the network for experimentation or retraining purposes. Detailed technical information about the network architecture, dataset, training steps, and metrics is provided. The application is based on the GAN architecture developed by NVIDIA Labs and offers a unique experience of creating virtual beach scenes through AI technology.

BugFree.ai is an AI-powered platform designed to help users practice system design and behavior interviews, similar to Leetcode. The platform offers a range of features to assist users in preparing for technical interviews, including mock interviews, real-time feedback, and personalized study plans. With BugFree.ai, users can improve their problem-solving skills and gain confidence in tackling complex interview questions.

Supple.ai is an AI-powered content generation tool that helps users create high-quality written content quickly and efficiently. By leveraging advanced natural language processing algorithms, Supple.ai can generate articles, blog posts, product descriptions, and more in a matter of minutes. The tool is designed to assist content creators, marketers, and businesses in streamlining their content creation process and improving productivity.

Artificial Art is an AI-powered image generation tool that allows users to create unique and realistic images from scratch. With a simple text prompt, users can generate high-quality images for various purposes, including art, design, and marketing. The tool leverages advanced machine learning algorithms to transform text descriptions into visually stunning images, making it accessible to both artists and non-artists alike.

Cron AI is a free online tool that converts natural language descriptions of time-based events into cron expressions. Cron expressions are used to schedule jobs in Unix-like systems, such as Linux and macOS. Cron AI makes it easy to create cron expressions without having to learn the complex syntax of cron.

Nikolay Ironov offers a brand identity design service powered by AI. This service can help you create a strong and consistent brand identity for your business. With the help of AI, Nikolay Ironov can quickly and easily generate a variety of design options for you to choose from. This can save you a lot of time and money, and it can also help you to create a brand identity that is truly unique and memorable.

SuperGPT is a suite of AI-powered tools that includes a content generator, a writing assistant, and an image generator. The content generator can be used to create a variety of content, including articles, blog posts, social media posts, and website copy. The writing assistant can help you improve your writing by providing suggestions for grammar, style, and tone. The image generator can create realistic images from scratch or edit existing images. SuperGPT is designed to be easy to use and can be accessed through a web browser. It is a valuable tool for anyone who needs to create high-quality content quickly and easily.

Cortex Labs is a decentralized world computer that enables AI and AI-powered decentralized applications (dApps) to run on the blockchain. It offers a Layer2 solution called ZkMatrix, which utilizes zkRollup technology to enhance transaction speed and reduce fees. Cortex Virtual Machine (CVM) supports on-chain AI inference using GPU, ensuring deterministic results across computing environments. Cortex also enables machine learning in smart contracts and dApps, fostering an open-source ecosystem for AI researchers and developers to share models. The platform aims to solve the challenge of on-chain machine learning execution efficiently and deterministically, providing tools and resources for developers to integrate AI into blockchain applications.

NeuralBlender is a web-based application that allows users to create unique and realistic images using artificial intelligence. The application uses a generative adversarial network (GAN) to generate images from scratch, or to modify existing images. NeuralBlender is easy to use, and does not require any prior experience with artificial intelligence or image editing. Users simply need to upload an image or select a style, and the application will generate a new image based on the input. NeuralBlender can be used to create a wide variety of images, including landscapes, portraits, and abstract art. The application is also capable of generating images that are realistic, stylized, or even surreal.

meyer.id is a website that currently displays a 502 Bad Gateway error. The error message indicates that the web server reported a bad gateway error, and advises the user to try again in a few minutes. The website seems to be experiencing technical difficulties and is being protected by Cloudflare for performance and security reasons.

AI Portrait Generator is a cutting-edge tool that empowers you to create stunning, AI-generated portraits that resemble your own likeness. Unleash your creativity and explore a myriad of artistic styles, transforming your imagination into captivating digital art. With just a few clicks, you can generate a collection of 200 unique avatars, each showcasing a different artistic interpretation of your features. Our advanced AI technology meticulously analyzes your uploaded photos, capturing the essence of your appearance and generating a dedicated neural network model specifically tailored to you. This personalized approach ensures that every avatar is a true reflection of your unique characteristics.

Futureverse is a revolutionary AI and metaverse technology platform that empowers developers to create open, scalable, and interoperable apps, games, and experiences. The platform includes tools like FuturePass smart wallet SDK for user onboarding, D.O.T. Asset Pipeline for instant 3D character generation, AI Gaming Platform for strategy sports games, and more. Futureverse also leads the development of The Root Network, a modular toolkit for scalable and secure metaverse experiences. The platform enables users to own, train, and trade unique artificial intelligence via digital Brains, revolutionizing content creation and world building.

HookGen is a music hook generator that uses artificial intelligence to create original song music hooks. It was created to showcase the creative capabilities of AI and to provide musicians with a tool for generating new musical ideas. The website features a simple interface that allows users to select the desired emotion, note complexity, and type of hook they want to generate. HookGen then uses a trained artificial neural network to generate a unique song hook that can be played back or downloaded as a MIDI file. The website also includes a feedback form that allows users to provide feedback on the generated hooks, which is used to improve the AI engine.

The website callmefred.com is a security service powered by Cloudflare. It helps protect websites from online attacks by implementing security measures such as blocking suspicious activities. Users may encounter a block when triggering certain actions that are flagged as potential threats. In such cases, they are prompted to contact the site owner for resolution by providing details of the incident and the Cloudflare Ray ID.

Vieutopia is a free-to-use AI art generator that allows users to create unique images from scratch or by uploading their own photos. With a variety of art styles to choose from, Vieutopia makes it easy for anyone to create beautiful and shareable artwork. Vieutopia is also committed to supporting the art community and ensuring that artists are respected and compensated for their work.

DDoS-Guard is a web security service that protects websites from distributed denial-of-service (DDoS) attacks. It checks the user's browser before granting access to the website, ensuring a secure browsing experience. The service provides automatic protection against DDoS attacks and ensures the smooth functioning of websites. DDoS-Guard is trusted by many websites to safeguard their online presence and maintain uninterrupted service for their users.

Fotogram.ai is an AI-powered image editing tool that offers a wide range of features to enhance and transform your photos. With Fotogram.ai, users can easily apply filters, adjust colors, remove backgrounds, add effects, and retouch images with just a few clicks. The tool uses advanced AI algorithms to provide professional-level editing capabilities to users of all skill levels. Whether you are a photographer looking to streamline your workflow or a social media enthusiast wanting to create stunning visuals, Fotogram.ai has you covered.

Porn Works AI is an AI-powered tool that generates pornographic images using neural networks. It allows users to create and customize images of naked girls by replacing faces, clothes, and other elements. The tool offers a variety of templates, including hentai and teen themes, to produce explicit content. Users can refine imperfections and create high-quality, photorealistic images with specific features like hairstyles, expressions, and backgrounds. The website is intended for adults only and requires users to confirm they are 18 years or older before accessing the content.

Drumloop AI is an innovative tool that assists users in creating captivating drum loops with the power of artificial intelligence. It harnesses smart AI technology trained on a vast collection of royalty-free drum beats, functioning as a personal drummer on demand. Users can easily input beat text prompts, listen to the generated drum loops, adjust tempo, and download loops that suit their preferences. With over 196,972 beats created by more than 64,426 users, Drumloop AI offers a user-friendly experience for artists, producers, jammers, and content creators to craft exciting and inspiring original beats in seconds.

Aimons.xyz is an AI tool that allows users to generate unique AI creatures by pressing the 'Generate' button and waiting a few seconds. Users can mint their created creatures as NFTs on the Polygon network. The website also provides information about the generated creature's level, HP, attack, defense, speed, and special attributes. Aimons.xyz is a fun and creative platform for users to explore AI-generated creatures and mint them as NFTs.

The Microsoft Health Intelligence Machine Learning Toolbox is a repository that provides low-level and high-level building blocks for Machine Learning / AI researchers and practitioners. It simplifies and streamlines work on deep learning models for healthcare and life sciences by offering tested components such as data loaders, pre-processing tools, deep learning models, and cloud integration utilities. The repository includes two Python packages, 'hi-ml-azure' for helper functions in AzureML, 'hi-ml' for ML components, and 'hi-ml-cpath' for models and workflows related to histopathology images.

PyTorch Forecasting is a PyTorch-based package for time series forecasting with state-of-the-art network architectures. It offers a high-level API for training networks on pandas data frames and utilizes PyTorch Lightning for scalable training on GPUs and CPUs. The package aims to simplify time series forecasting with neural networks by providing a flexible API for professionals and default settings for beginners. It includes a timeseries dataset class, base model class, multiple neural network architectures, multi-horizon timeseries metrics, and hyperparameter tuning with optuna. PyTorch Forecasting is built on pytorch-lightning for easy training on various hardware configurations.

PyTorch Forecasting is a PyTorch-based package designed for state-of-the-art timeseries forecasting using deep learning architectures. It offers a high-level API and leverages PyTorch Lightning for efficient training on GPU or CPU with automatic logging. The package aims to simplify timeseries forecasting tasks by providing a flexible API for professionals and user-friendly defaults for beginners. It includes features such as a timeseries dataset class for handling data transformations, missing values, and subsampling, various neural network architectures optimized for real-world deployment, multi-horizon timeseries metrics, and hyperparameter tuning with optuna. Built on pytorch-lightning, it supports training on CPUs, single GPUs, and multiple GPUs out-of-the-box.

ChaiNNer is a node-based image processing GUI aimed at making chaining image processing tasks easy and customizable. It gives users a high level of control over their processing pipeline and allows them to perform complex tasks by connecting nodes together. ChaiNNer is cross-platform, supporting Windows, MacOS, and Linux. It features an intuitive drag-and-drop interface, making it easy to create and modify processing chains. Additionally, ChaiNNer offers a wide range of nodes for various image processing tasks, including upscaling, denoising, sharpening, and color correction. It also supports batch processing, allowing users to process multiple images or videos at once.

Spandrel is a library for loading and running pre-trained PyTorch models. It automatically detects the model architecture and hyperparameters from model files, and provides a unified interface for running models.

AI is an open-source Swift framework for interfacing with generative AI. It provides functionalities for text completions, image-to-text vision, function calling, DALLE-3 image generation, audio transcription and generation, and text embeddings. The framework supports multiple AI models from providers like OpenAI, Anthropic, Mistral, Groq, and ElevenLabs. Users can easily integrate AI capabilities into their Swift projects using AI framework.

MFLUX is a line-by-line port of the FLUX implementation in the Huggingface Diffusers library to Apple MLX. It aims to run powerful FLUX models from Black Forest Labs locally on Mac machines. The codebase is minimal and explicit, prioritizing readability over generality and performance. Models are implemented from scratch in MLX, with tokenizers from the Huggingface Transformers library. Dependencies include Numpy and Pillow for image post-processing. Installation can be done using `uv tool` or classic virtual environment setup. Command-line arguments allow for image generation with specified models, prompts, and optional parameters. Quantization options for speed and memory reduction are available. LoRA adapters can be loaded for fine-tuning image generation. Controlnet support provides more control over image generation with reference images. Current limitations include generating images one by one, lack of support for negative prompts, and some LoRA adapters not working.

This repository is a compilation of excellent ML and DL tutorials created by various individuals and organizations. It covers a wide range of topics, including machine learning fundamentals, deep learning, computer vision, natural language processing, reinforcement learning, and more. The resources are organized into categories, making it easy to find the information you need. Whether you're a beginner or an experienced practitioner, you're sure to find something valuable in this repository.

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.

Scientific Large Language Models (Sci-LLMs) is a repository that collects papers on scientific large language models, focusing on biology and chemistry domains. It includes textual, molecular, protein, and genomic languages, as well as multimodal language. The repository covers various large language models for tasks such as molecule property prediction, interaction prediction, protein sequence representation, protein sequence generation/design, DNA-protein interaction prediction, and RNA prediction. It also provides datasets and benchmarks for evaluating these models. The repository aims to facilitate research and development in the field of scientific language modeling.

This repository contains reference architectures and test cases for distributed model training with Amazon SageMaker Hyperpod, AWS ParallelCluster, AWS Batch, and Amazon EKS. The test cases cover different types and sizes of models as well as different frameworks and parallel optimizations (Pytorch DDP/FSDP, MegatronLM, NemoMegatron...).

xLSTM is a new Recurrent Neural Network architecture based on ideas of the original LSTM. Through Exponential Gating with appropriate normalization and stabilization techniques and a new Matrix Memory it overcomes the limitations of the original LSTM and shows promising performance on Language Modeling when compared to Transformers or State Space Models. The package is based on PyTorch and was tested for versions >=1.8. For the CUDA version of xLSTM, you need Compute Capability >= 8.0. The xLSTM tool provides two main components: xLSTMBlockStack for non-language applications or integrating in other architectures, and xLSTMLMModel for language modeling or other token-based applications.

Züs is a high-performance cloud on a fast blockchain offering privacy and configurable uptime. It uses erasure code to distribute data between data and parity servers, allowing flexibility for IT managers to design for security and uptime. Users can easily share encrypted data with business partners through a proxy key sharing protocol. The ecosystem includes apps like Blimp for cloud migration, Vult for personal cloud storage, and Chalk for NFT artists. Other apps include Bolt for secure wallet and staking, Atlus for blockchain explorer, and Chimney for network participation. The QoS protocol challenges providers based on response time, while the privacy protocol enables secure data sharing. Züs supports hybrid and multi-cloud architectures, allowing users to improve regulatory compliance and security requirements.

llamafile is a tool that enables users to distribute and run Large Language Models (LLMs) with a single file. It combines llama.cpp with Cosmopolitan Libc to create a framework that simplifies the complexity of LLMs into a single-file executable called a 'llamafile'. Users can run these executable files locally on most computers without the need for installation, making open LLMs more accessible to developers and end users. llamafile also provides example llamafiles for various LLM models, allowing users to try out different LLMs locally. The tool supports multiple CPU microarchitectures, CPU architectures, and operating systems, making it versatile and easy to use.

Agency is a python library that provides an Actor model framework for creating agent-integrated systems. It offers an easy-to-use API for connecting agents with traditional software systems, enabling flexible and scalable architectures. Agency aims to empower developers in creating custom agent-based applications by providing a foundation for experimentation and development. Key features include an intuitive API, performance and scalability through multiprocessing and AMQP support, observability and control with action and lifecycle callbacks, access policies, and detailed logging. The library also includes a demo application with multiple agent examples, OpenAI agent examples, HuggingFace transformers agent example, operating system access, Gradio UI, and Docker configuration for reference and development.

AIKA (Artificial Intelligence for Knowledge Acquisition) is a new type of artificial neural network designed to mimic the behavior of a biological brain more closely and bridge the gap to classical AI. The network conceptually separates activations from neurons, creating two separate graphs to represent acquired knowledge and inferred information. It uses different types of neurons and synapses to propagate activation values, binding signals, causal relations, and training gradients. The network structure allows for flexible topology and supports the gradual population of neurons and synapses during training.

TokenFormer is a fully attention-based neural network architecture that leverages tokenized model parameters to enhance architectural flexibility. It aims to maximize the flexibility of neural networks by unifying token-token and token-parameter interactions through the attention mechanism. The architecture allows for incremental model scaling and has shown promising results in language modeling and visual modeling tasks. The codebase is clean, concise, easily readable, state-of-the-art, and relies on minimal dependencies.

AirConnect-Synology is a minimal Synology package that allows users to use AirPlay to stream to UPnP/Sonos & Chromecast devices that do not natively support AirPlay. It is compatible with DSM 7.0 and DSM 7.1, and provides detailed information on installation, configuration, supported devices, troubleshooting, and more. The package automates the installation and usage of AirConnect on Synology devices, ensuring compatibility with various architectures and firmware versions. Users can customize the configuration using the airconnect.conf file and adjust settings for specific speakers like Sonos, Bose SoundTouch, and Pioneer/Phorus/Play-Fi.

The `nx_open` repository contains open-source components for the Network Optix Meta Platform, used to build products like Nx Witness Video Management System. It includes source code, specifications, and a Desktop Client. The repository is licensed under Mozilla Public License 2.0. Users can build the Desktop Client and customize it using a zip file. The build environment supports Windows, Linux, and macOS platforms with specific prerequisites. The repository provides scripts for building, signing executable files, and running the Desktop Client. Compatibility with VMS Server versions is crucial, and automatic VMS updates are disabled for the open-source Desktop Client.

Expert in creating complex network diagrams with customizable styles and shapes.

Connecting worlds, one signal at a time. 🌐

Assists with creating, refining, and understanding neural networks.

Manages and utilizes user-provided information for social networking.

An expert in video from classic to future neural network compression

Expert in Node.js

DOS Script expert aiding in batch file creation and optimization.

Detailed technical diagram and graph assistant

Guides new cPanel users through navigation and error resolution.

Active Directory 2019 Specialist

阿里云的系统管理与运维服务（OOS）专家。它利用阿里云的文档为各种运维操作场景推荐具体的OOS模板，提供模板名称和详细描述。

Digital artist creating dynamic, detailed, and dreamlike artwork.

Open Source Prompt: https://github.com/mleoca/Bash-Scripting-GPT

コード例示のシェルスクリプトGPT

All-encompassing guide for aspiring entertainers, covering creative and practical aspects.

Le guide parfait pour comprendre les commandes entrées dans le bash (ou autre) de Linux ou Unix

Generates artistic hacker and cybersecurity themed visuals.

Helping you self-promote. Without sounding like an asshole. Click 'I'm ready' to begin.

Grow your creativity from the backyard to abroad.

I pour my weights and biases into every stroke, striving for "maximal perfection" 😊🎨🤖