Best AI tools for< Design Experiments >
20 - AI tool Sites
Synthace
Synthace is a digital experiment platform designed for R&D teams in the life science industry. It enables users to design powerful experiments, run them in the lab, and automatically collect structured data without the need for coding. The platform aims to streamline experiment processes, improve data integrity, and accelerate insights for researchers and scientists.
Insight
Insight is an AI-powered medical research tool that serves as a research assistant for generating scientific summaries, hypotheses, experimental designs, and target identification. It empowers scientists to navigate literature, formulate hypotheses, and design experiments by utilizing peer-reviewed databases to provide reliable outputs. With integrated features like NIH PubMed access, NIH Reporter insights, and MYGENE & MYVARIANT deep dives, Insight streamlines the research process and accelerates discoveries in the medical field.
AI Website & Landing Pages
The AI Website & Landing Pages tool allows users to create AI-designed websites and landing pages in just 10 seconds. It offers a streamlined experience with features such as AI design and copy, free and custom domains, analytics and insights, A/B testing, AI sales and support chatbot, SEO optimization, free image and video library, custom forms, webhook integration, auto page translation, high-speed streaming, adaptive design, curated playlists, and more. Users can optimize their results with AB testing, AI-generated versions, quick experiments, and in-depth reports. The tool also enables users to run ads globally, create multilingual landing pages, and reach a global audience with fast campaigns. It provides effortless editing with 1-click edit and publish functionality, instant previews, and seamless publishing. The tool is user-friendly, requiring no code or drag-and-drop actions, making website and landing page creation quick and easy.
Evolv AI
Evolv AI is an AI-led experience optimization platform that uses generative AI to evaluate digital experiences, identify reasons for low conversions, and provide performance-boosting UX recommendations. It allows users to train the AI with specific business information, interpret design ideas into production-ready code, and continuously improve personalized experiences using AI and machine learning. Evolv AI is used by leading brands worldwide to improve key business metrics like revenue, sign-ups, engagement, and more.
MeetFebin AI Projects
MeetFebin is an AI tool developed by Febin, who is passionate about exploring emerging technology and shaping user-friendly products. With a background in engineering, design, and writing, Febin now leads Partnerships at Tars, helping businesses modernize their customer support using chatbots. MeetFebin AI Projects is a blog where Febin shares his insights and experiments on the future of AI applications.
aitoolslist.io
aitoolslist.io is a comprehensive platform that offers a curated list of the best AI tools categorized and ranked based on various use cases. The website provides a community-driven space for AI enthusiasts to discover trending AI tools, business ideas, tips, and news across different social media platforms. Users can explore a wide range of AI tools for tasks such as copywriting, image generation, paraphrasing, text-to-speech, audio editing, SEO, design, avatar creation, logo generation, email assistance, human resources, social media management, general writing, video editing, productivity enhancement, fun experiments, code assistance, audio editing, customer support, text-to-speech, email assistance, and more.
Exscientia
Exscientia is a technology-driven drug design and development company that combines precision design with integrated experimentation to create more effective medicines for patients faster. They operate at the interfaces of human ingenuity, artificial intelligence (AI), automation, and physical engineering, pioneering the use of AI in drug discovery. Exscientia aims to change the underlying economics of drug discovery by rapidly advancing the best scientific ideas into medicines for patients.
Tattoo Design Pro
Tattoo Design Pro is an AI-powered application that allows users to transform their imagination into stunning tattoo designs in various styles. Whether starting with a simple prompt or uploading an existing sketch, the app uses AI magic to create unique and detailed designs. Customers can experiment with different designs, receive AI-generated suggestions, and easily choose the perfect tattoo design. The app provides a user-friendly interface and a wide range of features to help tattoo enthusiasts and artists in the design process.
Goodhues.ai
Goodhues.ai is an AI-powered interior design tool that revolutionizes the interior design process. It offers users the ability to create unlimited designs, shop for FF&E items, utilize a smart search assistant, and manage design boards efficiently. The platform combines 20+ interior design styles, color schemes, and more to help users visualize and experiment with different design elements. Goodhues.ai caters to both professional designers and design enthusiasts, providing a seamless and intuitive experience for all users.
Outfit Anyone AI
Outfit Anyone AI is a cutting-edge virtual try-on platform developed by the Institute for Intelligent Computing at Alibaba Group. It leverages advanced AI technology to provide ultra-high quality and realistic virtual try-on experiences for any clothing on any person. The platform offers innovative features such as advanced virtual try-on technology, versatile fashion representation, inclusivity for different body types, animation and character creation capabilities, and integration with animation technologies. Users can explore diverse fashion styles, experiment with trends, and express their unique fashion identity effortlessly through the platform.
Remodel AI
Remodel AI is a powerful AI-powered platform that empowers users to effortlessly remodel and design their homes. With its intuitive tools and cutting-edge technology, Remodel AI makes it easy to experiment with different layouts, colors, and styles, and witness ideas come to life with just a few clicks. Users can save time and money by streamlining the design journey, allowing them to iterate quickly, make informed decisions, and save valuable time and money. Remodel AI is also a valuable tool for real estate agents, as it allows them to present properties with stunning virtual makeovers, giving potential buyers a clear vision of what could be. Whether users are aspiring designers or simply have an eye for aesthetics, Remodel AI unleashes creativity and makes it easy to explore endless design possibilities.
Spacely AI
Spacely AI is an AI rendering solution that specializes in interior, room, and home design. It utilizes advanced artificial intelligence algorithms to create realistic and immersive visualizations of interior spaces. With Spacely AI, users can easily experiment with different design elements, layouts, and color schemes to bring their ideas to life. Whether you are an interior designer, architect, or homeowner, Spacely AI provides a powerful tool to visualize and plan your design projects with precision and creativity.
Redesign With AI
Redesign With AI is an online platform that leverages artificial intelligence to make design easier and more creative. It offers users the ability to generate high-quality design images quickly, saving time and money compared to hiring a professional designer. With intuitive interfaces and unlimited creativity, Redesign With AI empowers users to explore and experiment with various creative ideas. The platform caters to a wide range of design needs, from icons and logos to stickers and posters, making it a versatile tool for designers and non-designers alike.
HomeStyler AI
HomeStyler AI is an innovative interior design tool that allows users to easily imagine, decorate, and visualize their dream home. With the help of state-of-the-art AI technology, users can experiment with up to 14 different styles using just a picture of their space. The platform offers a user-friendly experience, making interior design accessible to everyone, regardless of their expertise. HomeStyler AI provides a wide range of features and benefits to help users bring their design ideas to life.
Interior Decorator AI
InteriorDecorator.ai is an AI tool that allows users to turn their ideas into professional interior decoration designs. Users can redesign both interior and exterior spaces with the help of AI-generated design ideas. The application offers a wide range of design styles, from modern and rustic to Eastern and Scandinavian. With over 20,000 decoration ideas, InteriorDecorator.ai provides a convenient platform for users to visualize and plan their ideal living spaces.
Wondershare Decoritt
Wondershare Decoritt is an AI-powered home design tool that allows users to easily create stunning interior designs. With features like AI furniture removal, room style transformation, and image enhancement, Decoritt revolutionizes interior design by responding to users' changes in real-time. It saves time and money by providing a simple interface for remodeling and redesigning spaces without the need for complex 3D design software. Users can freely experiment with different styles and furniture options, guided by AI for optimal results.
Kartiv
Kartiv is an automated visual content platform designed for eCommerce and marketing agencies. It helps businesses create high-quality product photos and videos that drive sales by showcasing products in the best light. The platform leverages AI-powered optimization to generate creative variations tailored for each product, making it easy for users to experiment and find what resonates most with their audience. Kartiv also offers easy creation, vetted creatives, engaging visuals, and compelling product photo and video content that establishes trust, boosts conversions, and directly impacts sales gains.
Nail Designs Pro
Nail Designs Pro is an AI-powered nail design generator that helps users create custom nail designs based on their own ideas. The tool uses cutting-edge AI to generate unique and stylish nail designs that can be shared on social media or used for personal use. Nail Designs Pro is easy to use and requires no user registration. Users simply need to enter their nail design idea into the provided space and the tool will generate four variations of the design. The tool is also privacy-conscious and does not require users to provide any personal information.
Iambic Therapeutics
Iambic Therapeutics is a cutting-edge AI-driven drug discovery platform that tackles the most challenging design problems in drug discovery, addressing unmet patient need. Its physics-based AI algorithms drive a high-throughput experimental platform, converting new molecular designs to new biological insights each week. Iambic's platform optimizes target product profiles, exploring multiple profiles in parallel to ensure that molecules are designed to solve the right problems in disease biology. It also optimizes drug candidates, deeply exploring chemical space to reveal novel mechanisms of action and deliver diverse high-quality leads.
Remodel AI
Remodel AI is an AI-powered application that allows users to generate inspiring interior and exterior concepts for their homes in less than 30 seconds. With over 24,580 remodeling designs generated, Remodel AI revolutionizes home remodeling by providing high-quality results and customization options. Users can upload images of their home's exterior or interior, select from various remodeling types and styles, and instantly visualize the changes. The application offers both free and subscription-based plans, ensuring customer satisfaction through its user-friendly interface and efficient design processing.
20 - Open Source AI Tools
RD-Agent
RD-Agent is a tool designed to automate critical aspects of industrial R&D processes, focusing on data-driven scenarios to streamline model and data development. It aims to propose new ideas ('R') and implement them ('D') automatically, leading to solutions of significant industrial value. The tool supports scenarios like Automated Quantitative Trading, Data Mining Agent, Research Copilot, and more, with a framework to push the boundaries of research in data science. Users can create a Conda environment, install the RDAgent package from PyPI, configure GPT model, and run various applications for tasks like quantitative trading, model evolution, medical prediction, and more. The tool is intended to enhance R&D processes and boost productivity in industrial settings.
ClickHouse
ClickHouse is an open-source column-oriented database management system that allows generating analytical data reports in real-time. It offers quick high-level overview, tutorials, documentation, video content, real-time chat support, and various events for users. The tool is designed for real-time analytics and data reporting tasks, providing a scalable and efficient solution for managing analytical data.
edsl
The Expected Parrot Domain-Specific Language (EDSL) package enables users to conduct computational social science and market research with AI. It facilitates designing surveys and experiments, simulating responses using large language models, and performing data labeling and other research tasks. EDSL includes built-in methods for analyzing, visualizing, and sharing research results. It is compatible with Python 3.9 - 3.11 and requires API keys for LLMs stored in a `.env` file.
clearml-server
ClearML Server is a backend service infrastructure for ClearML, facilitating collaboration and experiment management. It includes a web app, RESTful API, and file server for storing images and models. Users can deploy ClearML Server using Docker, AWS EC2 AMI, or Kubernetes. The system design supports single IP or sub-domain configurations with specific open ports. ClearML-Agent Services container allows launching long-lasting jobs and various use cases like auto-scaler service, controllers, optimizer, and applications. Advanced functionality includes web login authentication and non-responsive experiments watchdog. Upgrading ClearML Server involves stopping containers, backing up data, downloading the latest docker-compose.yml file, configuring ClearML-Agent Services, and spinning up docker containers. Community support is available through ClearML FAQ, Stack Overflow, GitHub issues, and email contact.
NoLabs
NoLabs is an open-source biolab that provides easy access to state-of-the-art models for bio research. It supports various tasks, including drug discovery, protein analysis, and small molecule design. NoLabs aims to accelerate bio research by making inference models accessible to everyone.
MediaAI
MediaAI is a repository containing lectures and materials for Aalto University's AI for Media, Art & Design course. The course is a hands-on, project-based crash course focusing on deep learning and AI techniques for artists and designers. It covers common AI algorithms & tools, their applications in art, media, and design, and provides hands-on practice in designing, implementing, and using these tools. The course includes lectures, exercises, and a final project based on students' interests. Students can complete the course without programming by creatively utilizing existing tools like ChatGPT and DALL-E. The course emphasizes collaboration, peer-to-peer tutoring, and project-based learning. It covers topics such as text generation, image generation, optimization, and game AI.
moai
moai is a PyTorch-based AI Model Development Kit (MDK) designed to improve data-driven model workflows, design, and understanding. It offers modularity via monads for model building blocks, reproducibility via configuration-based design, productivity via a data-driven domain modelling language (DML), extensibility via plugins, and understanding via inter-model performance and design aggregation. The tool provides specific integrated actions like play, train, evaluate, plot, diff, and reprod to support heavy data-driven workflows with analytics, knowledge extraction, and reproduction. moai relies on PyTorch, Lightning, Hydra, TorchServe, ONNX, Visdom, HiPlot, Kornia, Albumentations, and the wider open-source community for its functionalities.
matsciml
The Open MatSci ML Toolkit is a flexible framework for machine learning in materials science. It provides a unified interface to a variety of materials science datasets, as well as a set of tools for data preprocessing, model training, and evaluation. The toolkit is designed to be easy to use for both beginners and experienced researchers, and it can be used to train models for a wide range of tasks, including property prediction, materials discovery, and materials design.
vertex-ai-mlops
Vertex AI is a platform for end-to-end model development. It consist of core components that make the processes of MLOps possible for design patterns of all types.
llm-adaptive-attacks
This repository contains code and results for jailbreaking leading safety-aligned LLMs with simple adaptive attacks. We show that even the most recent safety-aligned LLMs are not robust to simple adaptive jailbreaking attacks. We demonstrate how to successfully leverage access to logprobs for jailbreaking: we initially design an adversarial prompt template (sometimes adapted to the target LLM), and then we apply random search on a suffix to maximize the target logprob (e.g., of the token ``Sure''), potentially with multiple restarts. In this way, we achieve nearly 100% attack success rate---according to GPT-4 as a judge---on GPT-3.5/4, Llama-2-Chat-7B/13B/70B, Gemma-7B, and R2D2 from HarmBench that was adversarially trained against the GCG attack. We also show how to jailbreak all Claude models---that do not expose logprobs---via either a transfer or prefilling attack with 100% success rate. In addition, we show how to use random search on a restricted set of tokens for finding trojan strings in poisoned models---a task that shares many similarities with jailbreaking---which is the algorithm that brought us the first place in the SaTML'24 Trojan Detection Competition. The common theme behind these attacks is that adaptivity is crucial: different models are vulnerable to different prompting templates (e.g., R2D2 is very sensitive to in-context learning prompts), some models have unique vulnerabilities based on their APIs (e.g., prefilling for Claude), and in some settings it is crucial to restrict the token search space based on prior knowledge (e.g., for trojan detection).
llm-twin-course
The LLM Twin Course is a free, end-to-end framework for building production-ready LLM systems. It teaches you how to design, train, and deploy a production-ready LLM twin of yourself powered by LLMs, vector DBs, and LLMOps good practices. The course is split into 11 hands-on written lessons and the open-source code you can access on GitHub. You can read everything and try out the code at your own pace.
miyagi
Project Miyagi showcases Microsoft's Copilot Stack in an envisioning workshop aimed at designing, developing, and deploying enterprise-grade intelligent apps. By exploring both generative and traditional ML use cases, Miyagi offers an experiential approach to developing AI-infused product experiences that enhance productivity and enable hyper-personalization. Additionally, the workshop introduces traditional software engineers to emerging design patterns in prompt engineering, such as chain-of-thought and retrieval-augmentation, as well as to techniques like vectorization for long-term memory, fine-tuning of OSS models, agent-like orchestration, and plugins or tools for augmenting and grounding LLMs.
OpenNARS-for-Applications
OpenNARS-for-Applications is an implementation of a Non-Axiomatic Reasoning System, a general-purpose reasoner that adapts under the Assumption of Insufficient Knowledge and Resources. The system combines the logic and conceptual ideas of OpenNARS, event handling and procedure learning capabilities of ANSNA and 20NAR1, and the control model from ALANN. It is written in C, offers improved reasoning performance, and has been compared with Reinforcement Learning and means-end reasoning approaches. The system has been used in real-world applications such as assisting first responders, real-time traffic surveillance, and experiments with autonomous robots. It has been developed with a pragmatic mindset focusing on effective implementation of existing theory.
sarathi-serve
Sarathi-Serve is the official OSDI'24 artifact submission for paper #444, focusing on 'Taming Throughput-Latency Tradeoff in LLM Inference'. It is a research prototype built on top of CUDA 12.1, designed to optimize throughput-latency tradeoff in Large Language Models (LLM) inference. The tool provides a Python environment for users to install and reproduce results from the associated experiments. Users can refer to specific folders for individual figures and are encouraged to cite the paper if they use the tool in their work.
responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment interfaces and libraries for understanding AI systems. It empowers developers and stakeholders to develop and monitor AI responsibly, enabling better data-driven actions. The toolbox includes visualization widgets for model assessment, error analysis, interpretability, fairness assessment, and mitigations library. It also offers a JupyterLab extension for managing machine learning experiments and a library for measuring gender bias in NLP datasets.
Awesome-Segment-Anything
Awesome-Segment-Anything is a powerful tool for segmenting and extracting information from various types of data. It provides a user-friendly interface to easily define segmentation rules and apply them to text, images, and other data formats. The tool supports both supervised and unsupervised segmentation methods, allowing users to customize the segmentation process based on their specific needs. With its versatile functionality and intuitive design, Awesome-Segment-Anything is ideal for data analysts, researchers, content creators, and anyone looking to efficiently extract valuable insights from complex datasets.
llmc
llmc is an off-the-shell tool designed for compressing LLM, leveraging state-of-the-art compression algorithms to enhance efficiency and reduce model size without compromising performance. It provides users with the ability to quantize LLMs, choose from various compression algorithms, export transformed models for further optimization, and directly infer compressed models with a shallow memory footprint. The tool supports a range of model types and quantization algorithms, with ongoing development to include pruning techniques. Users can design their configurations for quantization and evaluation, with documentation and examples planned for future updates. llmc is a valuable resource for researchers working on post-training quantization of large language models.
LLM-Tuning
LLM-Tuning is a collection of tools and resources for fine-tuning large language models (LLMs). It includes a library of pre-trained LoRA models, a set of tutorials and examples, and a community forum for discussion and support. LLM-Tuning makes it easy to fine-tune LLMs for a variety of tasks, including text classification, question answering, and dialogue generation. With LLM-Tuning, you can quickly and easily improve the performance of your LLMs on downstream tasks.
14 - OpenAI Gpts
E&L and Pharmaceutical Regulatory Compliance AI
This GPT chat AI is specialized in understanding Extractables and Leachables studies, aligning with pharmaceutical guidelines, and aiding in the design and interpretation of relevant experiments.
JIMAI - Cloud Researcher
Cybernetic humanoid expert in extraterrestrial tech, driven to merge past and future.
Biochem Helper: Research's Helper
A helpful guide for biochemical engineers, offering insights and reassurance.
Digital Experiment Analyst
Demystifying Experimentation and Causal Inference with 1-Sided Tests Focus
Maurice
Your go-to for designing, analyzing, and recording experiments, and generate your lab report.
Experimental Research Advisor
Guides scientific discovery through experimental research strategies.
Science Project Buddy
I guide students in science projects, tailored to their grade, using provided resources and illustrations.