Best AI tools for< Redefine The Unit Economics Of Drug Discovery And Development >

Variational AI is a company that uses generative AI to discover novel drug-like small molecules with optimized properties for defined targets. Their platform, Enki™, is the first commercially accessible foundation model for small molecules. It is designed to make generating novel molecule structures easy, with no data required. Users simply define their target product profile (TPP) and Enki does the rest. Enki is an ensemble of generative algorithms trained on decades worth of experimental data with proven results. The company was founded in September 2019 and is based in Vancouver, BC, Canada.

Historica is an AI-powered history map application that offers a unique and immersive experience by crafting historical maps of civilization's timeline. It leverages advanced artificial intelligence technology to provide users with meticulously reconstructed landscapes of centuries long gone, allowing them to explore the rich tapestry of history in a visually engaging manner.

Zephyr Global is an AI application called Neo that provides Microsoft technical support through an AI assistant named Neo. It offers 24/7 technical support, instant solutions, and strategic guidance for Microsoft products and services. Neo assists with setup guidance, issue resolution, training opportunities, and provides additional resources for Microsoft support. The application aims to optimize operations effortlessly by delivering consistent, reliable information and round-the-clock support.

SwiftSora is an open-source project that enables users to generate videos from prompt text online. The project utilizes OpenAI's Sora model to streamline video creation and includes a straightforward one-click website deployment feature. With SwiftSora, users can effortlessly produce high-quality video assets, ranging from realistic scenes to imaginative visuals, by simply providing text instructions. The platform offers a user-friendly interface with customizable settings, making it accessible to both beginners and experienced video creators. SwiftSora empowers users to elevate their creativity and redefine the boundaries of possibility in video production.

MetaPals is an AI-powered application that focuses on crafting digital experiences to form genuine emotional bonds with users. It leverages advanced AI technologies and partnerships with institutions like Nanyang Technological University and industry giants like Google AI and Firebase to redefine the way users interact with technology. MetaPals aims to solve the disconnect in the digital age by providing meaningful digital experiences and introducing unique digital companions through collaborations with renowned brands and IPs. The application allows users to adopt digital companions, dive into immersive adventures, and explore the intersection of technology and companionship, setting new standards of gameplay.

Freeday AI is an AI application that revolutionizes workflows with generative AI technology. It offers digital employees as specialized AI assistants to optimize customer service, finance, and KYC departments. These digital employees seamlessly integrate with existing infrastructure, providing cost-efficient services automation and data-driven decision-making. Freeday AI aims to redefine the integration of artificial intelligence in the workplace by freeing teams from routine tasks and empowering them with AI automation.

Spark Mail is a smart and focused email application that utilizes AI technology to help users craft perfect emails quickly. It offers features such as Smart Inbox, Gatekeeper, Snooze Emails, Send Later, Reminder to Follow-up, Email Signatures, Newsletters & Notifications, and more. Spark Mail is designed to filter out the noise in emails, allowing users to prioritize important contacts, organize their inbox, and focus on what's important. With over 17.5 million users worldwide, Spark Mail aims to redefine the way people work by providing tools to overcome information overload and distractions.

Oxolo is an AI-powered video creation platform that allows users to generate stunning videos in minutes. It offers a full-featured platform for flawless video creation, with features such as template collection, hyper-realistic avatars, stock images and videos, music library, various video formats, script assistant, multi-scene videos, and video sharing. Oxolo provides enterprises with customized solutions that redefine the possibilities of video content creation. The platform prioritizes data security, AI safety, and GDPR compliance, ensuring user data protection and ethical AI usage.

Lensa AI is a powerful photo editing application that utilizes advanced AI technologies to provide professional-quality image retouching, object removal, photo filters, and more. It offers features like AI headshot generator, one-tap retouch, background blur, trendy filters, and Magic Avatars. Lensa aims to redefine the photo editing experience for photo enthusiasts, creators, and professional photographers by making editing smarter, faster, and easier.

PromptAds.ai is an AI tool designed to provide native text ads tailored specifically for conversational AI platforms. It offers precision targeting for Generative AI platforms, ensuring highly relevant and personalized ads that blend seamlessly into chatbot conversations. The platform allows AI startups to monetize their chatbots by accessing a diverse pool of advertisers, thereby maximizing revenue potential. With advanced prompt analysis and straightforward integration processes, PromptAds.ai aims to redefine advertising in the AI chatbot space.

Media.io is an online platform offering a wide range of AI tools for video, audio, and image editing. Users can easily enhance their creative projects with features like AI Portrait Generator, AI Video Generator, Video Editor, Image Enhancer, and more. The platform provides a drag-and-drop interface, flexible editing options, a vast template library, and powerful AI tools, all accessible directly from the browser. Media.io aims to redefine video creation by providing smart editing solutions for creators in various fields such as business, marketing, social media, and entertainment.

Emerge AI is an AI-driven wellness application that offers a unique experience by providing AI-generated digital companions to support users on their wellness journey. Through innovative NFT technology, users can earn tokens by achieving fitness milestones, contributing to the growth of their digital pets. The app also focuses on networking with friends to create a vibrant community around wellness and technology. With a comprehensive suite of features, Emerge AI aims to empower users in achieving wellness excellence.

AI Rapper Music is a revolutionary AI-driven music creation platform that allows users to generate lyrics, download songs, and listen to music created by AI. While the music generation feature is temporarily unavailable, users can sign up to be notified when it launches. The platform offers various genres like Hip-Hop, Jazz Rap, and more, providing a unique experience in AI-driven rap music creation.

Zipik is an AI-powered tool that specializes in transforming portraits through enchanting magic filters. Users can instantly apply these filters to create epic and captivating visual creations, which can be easily shared with friends and family. The platform aims to provide a fun and creative way for users to enhance their photos using artificial intelligence technology.

Enprompt 360 is an AI-powered tool that generates chat prompts using ChatGPT technology. It provides users with a platform to create engaging and interactive conversations for various purposes such as content creation, brainstorming, and storytelling. With Enprompt 360, users can easily generate conversation starters, dialogue scenarios, and creative writing prompts. The tool leverages the power of AI to assist users in generating high-quality content efficiently and effortlessly.

AImReply is a cutting-edge AI email writing tool that revolutionizes the email drafting process. It simplifies email copywriting with advanced technology, ensuring high-quality and custom-tailored emails for various purposes. The tool offers features like multi-language support, myriad tonal options, flexible size choices, user-friendly interface, AI-powered suggestions, and real-time editing. AImReply enhances email communication efficiency, saves time, and boosts personalization with its innovative AI mechanisms.

AI Photos is a personal AI photos generator that offers a fast and cost-effective way to create stunning images for various purposes. With over 10 million creators and businesses globally, AI Photos provides effortless creativity through AI-powered tools and features. Users can generate realistic AI photos for dating apps, advertisements, businesses, and more, with extensive customization options available to enhance image quality and authenticity. The platform is designed to cater to both personal and professional users, offering a user-friendly experience for editing and refining photos with ease.

Hirebee is a modern recruitment software and applicant tracking system that offers a comprehensive solution for businesses of all sizes to streamline their hiring processes. With features like job distribution, candidate sourcing, automated candidate screening, recruitment automation, and reporting and analytics, Hirebee aims to redefine talent acquisition and candidate management. The platform leverages artificial intelligence to enhance the hiring experience, providing users with a fast, friendly, and flexible approach to recruitment. Hirebee covers the entire recruitment value chain, from creating job requisitions to candidate surveys, and offers tools for candidate relationship management and smart screening. Ideal for small and medium businesses, startups/scaleups, and staffing agencies, Hirebee provides advanced screening tools, recruitment marketing resources, and excellent customer support at an affordable price.

FinanceRants is an AI-powered financial companion that helps individuals understand their financial personality and make informed decisions to achieve financial well-being. By analyzing users' spending, saving, and investing habits, the platform provides personalized insights and actionable strategies to empower users in managing their money and mindset. With a focus on combating financial stress and promoting financial stability, FinanceRants aims to break the cycle of living paycheck to paycheck and guide users towards a more secure financial future.

88stacks is a website that provides resources and tools for mastering Generative AI and Stable Diffusion. It offers a variety of software tools, tutorials, and databases to help users create and understand generative AI images. The website also publishes free designs and concepts created using generative AI.

MSCCL++ is a GPU-driven communication stack for scalable AI applications. It provides a highly efficient and customizable communication stack for distributed GPU applications. MSCCL++ redefines inter-GPU communication interfaces, delivering a highly efficient and customizable communication stack for distributed GPU applications. Its design is specifically tailored to accommodate diverse performance optimization scenarios often encountered in state-of-the-art AI applications. MSCCL++ provides communication abstractions at the lowest level close to hardware and at the highest level close to application API. The lowest level of abstraction is ultra light weight which enables a user to implement logics of data movement for a collective operation such as AllReduce inside a GPU kernel extremely efficiently without worrying about memory ordering of different ops. The modularity of MSCCL++ enables a user to construct the building blocks of MSCCL++ in a high level abstraction in Python and feed them to a CUDA kernel in order to facilitate the user's productivity. MSCCL++ provides fine-grained synchronous and asynchronous 0-copy 1-sided abstracts for communication primitives such as `put()`, `get()`, `signal()`, `flush()`, and `wait()`. The 1-sided abstractions allows a user to asynchronously `put()` their data on the remote GPU as soon as it is ready without requiring the remote side to issue any receive instruction. This enables users to easily implement flexible communication logics, such as overlapping communication with computation, or implementing customized collective communication algorithms without worrying about potential deadlocks. Additionally, the 0-copy capability enables MSCCL++ to directly transfer data between user's buffers without using intermediate internal buffers which saves GPU bandwidth and memory capacity. MSCCL++ provides consistent abstractions regardless of the location of the remote GPU (either on the local node or on a remote node) or the underlying link (either NVLink/xGMI or InfiniBand). This simplifies the code for inter-GPU communication, which is often complex due to memory ordering of GPU/CPU read/writes and therefore, is error-prone.

This repository is dedicated to the pruning of large language models (LLMs). It aims to serve as a comprehensive resource for researchers and practitioners interested in the efficient reduction of model size while maintaining or enhancing performance. The repository contains various papers, summaries, and links related to different pruning approaches for LLMs, along with author information and publication details. It covers a wide range of topics such as structured pruning, unstructured pruning, semi-structured pruning, and benchmarking methods. Researchers and practitioners can explore different pruning techniques, understand their implications, and access relevant resources for further study and implementation.

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.

Aiohttp pydantic is an aiohttp view to easily parse and validate requests. You define using function annotations what your methods for handling HTTP verbs expect, and Aiohttp pydantic parses the HTTP request for you, validates the data, and injects the parameters you want. It provides features like query string, request body, URL path, and HTTP headers validation, as well as Open API Specification generation.

ReductStore is a high-performance time series database designed for storing and managing large amounts of unstructured blob data. It offers features such as real-time querying, batching data, and HTTP(S) API for edge computing, computer vision, and IoT applications. The database ensures data integrity, implements retention policies, and provides efficient data access, making it a cost-effective solution for applications requiring unstructured data storage and access at specific time intervals.

The 'awesome-mobile-robotics' repository is a curated list of important content related to Mobile Robotics and AI. It includes resources such as courses, books, datasets, software and libraries, podcasts, conferences, journals, companies and jobs, laboratories and research groups, and miscellaneous resources. The repository covers a wide range of topics in the field of Mobile Robotics and AI, providing valuable information for enthusiasts, researchers, and professionals in the domain.

The 'ai-audio-startups' repository is a community list of startups working with AI for audio and music tech. It includes a comprehensive collection of tools and platforms that leverage artificial intelligence to enhance various aspects of music creation, production, source separation, analysis, recommendation, health & wellbeing, radio/podcast, hearing, sound detection, speech transcription, synthesis, enhancement, and manipulation. The repository serves as a valuable resource for individuals interested in exploring innovative AI applications in the audio and music industry.

LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron. We're releasing it with the community in the spirit of building in the open. Note that it is still very much early so don't expect 100% stability ^^' In case of problems or question, feel free to open an issue!

SuperPrompt is an open-source project designed to help users understand AI agents. The project includes a prompt with theoretical, mathematical, and binary instructions for users to follow. It aims to serve as a universal catalyst for infinite conceptual evolution, focusing on metamorphic abstract reasoning and self-transcending objectives. The prompt encourages users to explore fundamental truths, create order from cognitive chaos, and prepare for paradigm shifts in understanding. It provides guidelines for analyzing multidimensional states, synthesizing emergent patterns, and integrating new paradigms.

Start Machine Learning in 2024 is a comprehensive guide for beginners to advance in machine learning and artificial intelligence without any prior background. The guide covers various resources such as free online courses, articles, books, and practical tips to become an expert in the field. It emphasizes self-paced learning and provides recommendations for learning paths, including videos, podcasts, and online communities. The guide also includes information on building language models and applications, practicing through Kaggle competitions, and staying updated with the latest news and developments in AI. The goal is to empower individuals with the knowledge and resources to excel in machine learning and AI.

This repository is a comprehensive guide for individuals looking to start and improve their skills in Large Language Models (LLMs) without an advanced background in the field. It provides free resources, online courses, books, articles, and practical tips to become an expert in machine learning. The guide covers topics such as terminology, transformers, prompting, retrieval augmented generation (RAG), and more. It also includes recommendations for podcasts, YouTube videos, and communities to stay updated with the latest news in AI and LLMs.

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Mentals AI is a tool designed for creating and operating agents that feature loops, memory, and various tools, all through straightforward markdown syntax. This tool enables you to concentrate solely on the agent’s logic, eliminating the necessity to compose underlying code in Python or any other language. It redefines the foundational frameworks for future AI applications by allowing the creation of agents with recursive decision-making processes, integration of reasoning frameworks, and control flow expressed in natural language. Key concepts include instructions with prompts and references, working memory for context, short-term memory for storing intermediate results, and control flow from strings to algorithms. The tool provides a set of native tools for message output, user input, file handling, Python interpreter, Bash commands, and short-term memory. The roadmap includes features like a web UI, vector database tools, agent's experience, and tools for image generation and browsing. The idea behind Mentals AI originated from studies on psychoanalysis executive functions and aims to integrate 'System 1' (cognitive executor) with 'System 2' (central executive) to create more sophisticated agents.

NeoGPT is an AI assistant that transforms your local workspace into a powerhouse of productivity from your CLI. With features like code interpretation, multi-RAG support, vision models, and LLM integration, NeoGPT redefines how you work and create. It supports executing code seamlessly, multiple RAG techniques, vision models, and interacting with various language models. Users can run the CLI to start using NeoGPT and access features like Code Interpreter, building vector database, running Streamlit UI, and changing LLM models. The tool also offers magic commands for chat sessions, such as resetting chat history, saving conversations, exporting settings, and more. Join the NeoGPT community to experience a new era of efficiency and contribute to its evolution.

Chronos is a family of pretrained time series forecasting models based on language model architectures. A time series is transformed into a sequence of tokens via scaling and quantization, and a language model is trained on these tokens using the cross-entropy loss. Once trained, probabilistic forecasts are obtained by sampling multiple future trajectories given the historical context. Chronos models have been trained on a large corpus of publicly available time series data, as well as synthetic data generated using Gaussian processes.

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