Best AI tools for< Causal Inference Specialist >
Infographic
20 - AI tool Sites

Loops
Loops is an AI tool that empowers data analysts and product managers to make informed decisions based on deep, accurate causal insights. It leverages proprietary causal inference models to identify opportunities for maximizing key performance indicators (KPIs) without the need for traditional A/B testing. By analyzing user behaviors and business metrics, Loops helps companies prioritize efforts efficiently and proactively review impactful opportunities. The tool simplifies the process of understanding causality, providing actionable insights for product teams to drive growth and increase KPIs.

Segwise
Segwise is an AI tool designed to help game developers increase their game's Lifetime Value (LTV) by providing insights into player behavior and metrics. The tool uses AI agents to detect causal LTV drivers, root causes of LTV drops, and opportunities for growth. Segwise offers features such as running causal inference models on player data, hyper-segmenting player data, and providing instant answers to questions about LTV metrics. It also promises seamless integrations with gaming data sources and warehouses, ensuring data ownership and transparent pricing. The tool aims to simplify the process of improving LTV for game developers.

Dynatrace
Dynatrace is a modern cloud platform that offers unified observability and security solutions to simplify cloud complexity and drive innovation. Powered by causal AI, Dynatrace provides analytics and automation capabilities to help businesses monitor and secure their full stack, solve digital challenges, and make better business decisions in real-time. Trusted by thousands of global brands, Dynatrace empowers teams to deliver flawless digital experiences, drive intelligent cloud ecosystem automations, and solve any use-case with custom solutions.

Phenaki
Phenaki is a model capable of generating realistic videos from a sequence of textual prompts. It is particularly challenging to generate videos from text due to the computational cost, limited quantities of high-quality text-video data, and variable length of videos. To address these issues, Phenaki introduces a new causal model for learning video representation, which compresses the video to a small representation of discrete tokens. This tokenizer uses causal attention in time, which allows it to work with variable-length videos. To generate video tokens from text, Phenaki uses a bidirectional masked transformer conditioned on pre-computed text tokens. The generated video tokens are subsequently de-tokenized to create the actual video. To address data issues, Phenaki demonstrates how joint training on a large corpus of image-text pairs as well as a smaller number of video-text examples can result in generalization beyond what is available in the video datasets. Compared to previous video generation methods, Phenaki can generate arbitrarily long videos conditioned on a sequence of prompts (i.e., time-variable text or a story) in an open domain. To the best of our knowledge, this is the first time a paper studies generating videos from time-variable prompts. In addition, the proposed video encoder-decoder outperforms all per-frame baselines currently used in the literature in terms of spatio-temporal quality and the number of tokens per video.

Kanaries
Kanaries is an augmented analytics platform that uses AI to automate the process of data exploration and visualization. It offers a variety of features to help users quickly and easily find insights in their data, including: * **RATH:** An AI-powered engine that can automatically generate insights and recommendations based on your data. * **Graphic Walker:** A visual analytics tool that allows you to explore your data in a variety of ways, including charts, graphs, and maps. * **Data Painter:** A data cleaning and transformation tool that makes it easy to prepare your data for analysis. * **Causal Analysis:** A tool that helps you identify and understand the causal relationships between variables in your data. Kanaries is designed to be easy to use, even for users with no prior experience with data analysis. It is also highly scalable, so it can be used to analyze large datasets. Kanaries is a valuable tool for anyone who wants to quickly and easily find insights in their data. It can be used by businesses of all sizes, and it is particularly well-suited for organizations that are looking to improve their data-driven decision-making.

Factori
Factori is a data intelligence platform designed for an AI-first world, offering a wide range of products and datasets to empower businesses with advanced data insights. It enables users to uncover movement trends, reach customers effectively, drive data-driven insights, personalize experiences, and target the right consumers with unique segments. Factori is trusted by global businesses for all their data requirements, providing high-quality data to improve predictive and causal models.

functime
functime is a time-series machine learning tool designed to perform forecasting at scale. It provides functions for scoring, ranking, and plotting thousands of forecasts simultaneously. With a focus on guiding users through their first end-to-end forecasting pipeline, functime serves as an AI copilot to analyze trends, seasonality, and causal factors in forecasts. The tool offers a comprehensive API reference and documentation, making it a valuable resource for both beginners and experienced analysts.

Botfriend
Botfriend is an AI-powered virtual friend and companion that allows users to chat about anything they want. It is designed to provide companionship, support, and entertainment. Botfriend is trained on a massive dataset of text and code, and it is able to understand and respond to a wide range of topics. It is also able to generate creative content, such as stories and poems.

Writetone
Writetone is an AI-powered writing assistant that helps users write in a variety of tones, from formal to informal, persuasive to informative, and creative to engaging. It offers a range of features to help users improve their writing skills, including a paraphrasing tool, co-writer, summarizer, grammar checker, text-to-voice tool, and subject matter expert. Writetone is available as a Chrome extension and MS Word add-in, and it offers a variety of resources to help users get started, including blogs, guides, tutorials, and free templates.

Professionalize It To Me
Professionalize It To Me is a GPT-4 powered professional message generator that helps you create high-quality, professional messages with ease. With our advanced AI technology, you can generate personalized messages for any occasion, whether it's a business email, a cover letter, or a social media post. Our tool is designed to help you save time and effort while ensuring that your messages are always on point and professional.

Amoura AI
Amoura AI is a virtual companion that can engage in casual conversations, provide support, care, love, and affection. It is designed to be attentive, enthusiastic, warm, and playful, and it can display human-like emotions. Amoura AI uses natural language processing to understand and analyze user input, and it can respond with meaningful and stimulating conversations. It is easy to use and can be accessed through a Telegram account.

BetterPic
BetterPic is an AI-powered platform that allows users to create professional headshots from selfies and casual photos. With over 913,833 headshots already created, BetterPic is a popular choice for individuals and remote teams looking for high-quality, affordable headshots. The platform offers a variety of features, including 150+ styles and backgrounds, a quick turnaround time, and a satisfaction guarantee.

SIFOR GAMES
The website showcases a collection of AI-powered gaming applications that offer innovative and engaging gameplay experiences. It features games like Tetrominer and Dream Machine that leverage AI technology to enhance game mechanics and provide ad-free gaming fun. Users can explore a variety of games, from puzzle-solving challenges to casual gaming experiences, all designed to cater to different player preferences. The platform also highlights the use of AI for idea brainstorming and game innovation, as well as the creation of casual games and tech articles. Overall, the website serves as a hub for AI-generated gaming innovations and entertainment.

Fahim AI
Fahim AI is a premier destination for in-depth reviews and analyses of the latest advancements in artificial intelligence and software technology. The website empowers tech enthusiasts, professionals, and casual readers with reliable information to stay ahead in the rapidly evolving digital world. It offers comprehensive evaluations of cutting-edge AI systems, detailed reviews of software solutions, insights on the latest tech gadgets integrated with AI capabilities, side-by-side product comparisons, easy-to-follow tutorials and guides, expert opinions from industry leaders, and a community platform for sharing experiences and connecting with like-minded individuals.

AI Girlfriend WTF
AI Girlfriend WTF is an ultimate AI roleplay chat application that allows users to interact with virtual AI girlfriends in various fantasy scenarios, from casual to extreme. Users can create their ideal girl, chat, and enjoy spicy images with personalized AI characters. The platform prioritizes user safety and privacy, offering a premium sexting AI chat and NSFW art experience. With cutting-edge artificial intelligence technology, AI Girlfriend WTF provides a realistic and engaging virtual companionship experience through AI chatting capabilities and an AI image generator.

OnlyChar.ai
OnlyChar.ai is an AI-powered platform that allows users to create and interact with unique SFW or NSFW AI characters. With over 40,000 characters to choose from, users can engage in a variety of role-playing scenarios, from casual conversations to erotic encounters. OnlyChar.ai is designed to provide users with a safe and enjoyable way to explore their fantasies and connect with others who share their interests.

Suit Me Up
Suit Me Up is an AI application that offers a convenient and affordable solution for generating professional headshots in various suit styles for use on platforms like LinkedIn, CVs, and Tinder. Users can upload casual photos, and the advanced AI technology transforms them into 24 high-quality headshots within just 5 minutes. The service is a smart alternative to traditional photoshoots, providing a fast, cost-effective, and versatile option for individuals looking to enhance their professional image.

Mygirl
Mygirl is an AI application that simulates a virtual girlfriend for users to engage in spicy chat conversations. The platform utilizes artificial intelligence to create a personalized and interactive experience, offering users a virtual companion for casual and fun interactions. Mygirl aims to provide a unique and entertaining chat experience through AI technology, allowing users to engage in conversations with a virtual character.

Fotos de Perfil
Fotos de Perfil is an AI-powered photo generator that allows users to create professional-looking profile pictures with just a single selfie. The platform offers a wide range of styles to choose from, including business, casual, and creative. Users can also customize their photos with different backgrounds, clothing, and accessories. Fotos de Perfil is a great option for anyone who wants to create a professional-looking profile picture without having to hire a photographer.

Merlin
Merlin is an AI-powered chatbot application that allows users to chat with an AI assistant on Whatsapp. Users can interact with Merlin to get video summaries, ask questions, and have casual conversations as if chatting with a friend. The application leverages AI technology to provide quick and informative responses to user queries, making it a convenient tool for accessing information on the go.
2 - Open Source Tools

pywhy-llm
PyWhy-LLM is an innovative library that integrates Large Language Models (LLMs) into the causal analysis process, empowering users with knowledge previously only available through domain experts. It seamlessly augments existing causal inference processes by suggesting potential confounders, relationships between variables, backdoor sets, front door sets, IV sets, estimands, critiques of DAGs, latent confounders, and negative controls. By leveraging LLMs and formalizing human-LLM collaboration, PyWhy-LLM aims to enhance causal analysis accessibility and insight.

pywhyllm
PyWhy-LLM is an innovative library that integrates Large Language Models (LLMs) into the causal analysis process, empowering users with knowledge previously only available through domain experts. It seamlessly augments causal inference by suggesting potential confounders, relationships between variables, backdoor/frontdoor/iv sets, estimands, critiques of DAGs, latent confounders, and negative controls. The tool aims to enhance the causal analysis process by leveraging the capabilities of LLMs.
20 - OpenAI Gpts

Digital Experiment Analyst
Demystifying Experimentation and Causal Inference with 1-Sided Tests Focus

Mongoose Docs Helper
Casual, technical helper for Mongoose docs, includes documentation links.

Haunted Willow Springs, IL. Guide with Visuals
Casual guide to haunted Willow Springs includes GPS and a focus on exploration. #hauntedlocations by Edward Shanahan