Best AI tools for< uncovering complex kinematic features >

CEBRA (**C**ompress**E**d **B**ehavioural and N**eural A**nalysis) is a machine-learning method that can be used to compress time series in a way that reveals otherwise hidden structures in the variability of the data. It excels on behavioural and neural data recorded simultaneously, and it can decode activity from the visual cortex of the mouse brain to reconstruct a viewed video. CEBRA is a novel encoding method that jointly uses behavioural and neural data in a (supervised) hypothesis- or (self-supervised) discovery-driven manner to produce both consistent and high-performance latent spaces. We show that consistency can be used as a metric for uncovering meaningful differences, and the inferred latents can be used for decoding. We validate its accuracy and demonstrate our tool's utility for both calcium and electrophysiology datasets, across sensory and motor tasks, and in simple or complex behaviors across species. It allows for single and multi-session datasets to be leveraged for hypothesis testing or can be used label-free. Lastly, we show that CEBRA can be used for the mapping of space, uncovering complex kinematic features, produces consistent latent spaces across 2-photon and Neuropixels data, and can provide rapid, high-accuracy decoding of natural movies from visual cortex.

Sensae is an AI-powered biofeedback platform that uses data-driven techniques to enhance personal well-being. It integrates physiology and psychology using haptic biofeedback to help people reconnect with their inner emotions. Sensae's technology provides deep insights into the body and mind, uncovering hidden emotional patterns and revealing the complex web of human behavior and thinking. The platform offers a range of modules, including advanced bio-monitoring, stress assessment, heart rate variability assessment, and psychometric testing. Sensae's proprietary wearable device provides haptic biofeedback, creating a direct feedback loop that ensures the effectiveness of both stimuli and interventions.

PandaRocket is a comprehensive suite of AI-powered tools designed to support all eCommerce business models. It provides tools that allow you to optimize every stage of the process, including product research, content creation, and store management. With PandaRocket, you can: * Identify profitable market niches with high growth potential using predictive intelligence. * Find products with high profit margins and consistent demand. * Evaluate competition for a specific product and identify your opportunities. * Create irresistible content for your ads, landing pages, and product descriptions. * Gain valuable insights from reviews, find emerging sub-niches and differentiate yourself from competitors. * Measure competition on selling platforms, evaluate landing page effectiveness, identify products with the highest potential, and create targeted marketing campaigns.

OpenBuckets is a cloud security tool that helps organizations find and secure open and publicly accessible cloud storage buckets. It scans public cloud storage systems for open buckets and provides detailed reports on the findings. OpenBuckets also offers a range of security features to help organizations protect their data, including access control, encryption, and monitoring.

Blobr is an AI tool that revolutionizes marketing data analysis by providing in-depth insights and correlations from various sources. It automates the process of monitoring KPIs, identifying anomalies, and uncovering hidden patterns, allowing users to make informed decisions based on accurate data analysis. With Blobr, users can say goodbye to traditional dashboards and manual analysis, as the AI works 24/7 to deliver proactive insights and root causes behind data variations.

Parroview is a revolutionary AI-powered user research platform that automates the process of conducting user interviews. It uses natural language processing (NLP) to engage with users in real-time conversations, asking follow-up questions and uncovering insights that would be difficult to obtain through traditional methods. Parroview is designed to be fully autonomous, allowing researchers to set up interviews and gather insights without the need for manual intervention. It supports multiple languages, making it accessible to a global audience. Parroview offers a range of features, including the ability to conduct interviews via text or voice, analyze insights in real-time, and generate detailed transcripts. It is suitable for a wide range of research needs, including product validation, consumer behavior analysis, post-purchase evaluations, brand perception studies, and customer persona development.

FaceCheck.ID is a facial recognition AI technology-powered search engine that allows users to upload a photo of a person to discover their social media profiles, appearances in blogs, videos, news websites, and more. It helps users verify the authenticity of individuals, avoid dangerous criminals, keep their families safe, and avoid becoming victims of various scams and crimes. The tool is designed to assist in identifying and uncovering information about individuals based on their facial features, with a focus on safety and security.

Sonara is an AI-powered job search automation platform that finds and applies to relevant job openings on your behalf. It uses AI to identify the top job opportunities on the market that are best suited for you and sends out job applications on your behalf. Sonara is designed to help you easily find your dream job, uncovering hidden opportunities you never knew existed.

LocalizeOS is an AI-powered platform designed to help real estate agents, teams, and brokerages excel at scale. The platform leverages proactive AI technologies such as conversational engines, machine learning algorithms, and big data analytics to reach, qualify, and follow up with a limitless number of buyers. LocalizeOS aims to amplify growth by providing tools for engaging leads, uncovering opportunities, and enhancing customer experience. The platform seamlessly integrates with existing technology stacks and has been recognized for its impact on lead conversion and sales in the real estate industry.

Looppanel is a user research analysis and repository tool that uses AI to help researchers save time and improve the quality of their work. It offers a range of features, including automated transcription, AI note-taking, video snipping, and advanced search capabilities. Looppanel is designed to make it easy for researchers to capture, organize, and analyze their research data, so they can focus on what matters most: uncovering insights and making better decisions.

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.

Octolens is an AI-powered social listening tool designed for B2B businesses. It leverages artificial intelligence to monitor and analyze online conversations, providing valuable insights into customer sentiment, industry trends, and competitor activities. Octolens helps businesses make data-driven decisions by tracking brand mentions, identifying key influencers, and uncovering emerging topics. With its advanced algorithms, Octolens offers a comprehensive solution for businesses looking to enhance their social media strategy and stay ahead of the competition.

BookNote is an AI-powered assistant designed to help users uncover the essence of a book within just 5 minutes. By leveraging advanced artificial intelligence algorithms, BookNote provides users with concise summaries and key insights from various books, enabling them to grasp the core concepts and key takeaways quickly and efficiently. With BookNote, users can save time on reading lengthy books while still gaining valuable knowledge and understanding of the content.

Avath is a revolutionary journaling app that harnesses the power of AI to transform your written reflections into stunning visual masterpieces. It offers a unique and engaging journaling experience, allowing you to delve into a world where your thoughts and emotions are brought to life through captivating visuals. With its innovative generative AI, beautifully designed interface, and unwavering commitment to privacy, Avath empowers you to create a personalized art gallery that mirrors your inner journey.

ChatSumo is a cutting-edge chatbot solution that empowers users to build bots using a diverse range of data sources. It offers seamless integration with various platforms, including WhatsApp, Facebook Messenger, HubSpot, and Zapier, allowing for effortless communication across multiple channels. With ChatSumo, businesses can elevate their customer interactions, capture leads, and engage audiences 24/7. Its advanced features, such as Answer Revision and Confidence Scoring, ensure unwavering accuracy and reliability in customer interactions. ChatSumo's customization options enable businesses to tailor their chatbot's appearance and user experience, aligning seamlessly with their brand identity and complementing the aesthetics of their website.

Analyze the following text from a github repository (name and readme text at end) . Then, generate a JSON object with the following keys and provide the corresponding information for each key, in lowercase letters: 'description' (detailed description of the repo, must be less than 400 words，Ensure that no line breaks and quotation marks.),'for_jobs' (List 5 jobs suitable for this tool,in lowercase letters), 'ai_keywords' (keywords of the tool,user may use those keyword to find the tool,in lowercase letters), 'for_tasks' (list of 5 specific tasks user can use this tool to do,in lowercase letters), 'answer' (in english languages)

Awesome-LLM-Interpretability is a curated list of materials related to LLM (Large Language Models) interpretability, covering tutorials, code libraries, surveys, videos, papers, and blogs. It includes resources on transformer mechanistic interpretability, visualization, interventions, probing, fine-tuning, feature representation, learning dynamics, knowledge editing, hallucination detection, and redundancy analysis. The repository aims to provide a comprehensive overview of tools, techniques, and methods for understanding and interpreting the inner workings of large language models.

ChatGPT is a large language model that can generate human-like text, translate languages, write different kinds of creative content, and answer your questions in a conversational way. It is trained on a massive amount of text data, and it is able to understand and respond to a wide range of natural language prompts. Here are 5 jobs suitable for this tool, in lowercase letters: 1. content writer 2. chatbot assistant 3. language translator 4. creative writer 5. researcher

AGiXT is a dynamic Artificial Intelligence Automation Platform engineered to orchestrate efficient AI instruction management and task execution across a multitude of providers. Our solution infuses adaptive memory handling with a broad spectrum of commands to enhance AI's understanding and responsiveness, leading to improved task completion. The platform's smart features, like Smart Instruct and Smart Chat, seamlessly integrate web search, planning strategies, and conversation continuity, transforming the interaction between users and AI. By leveraging a powerful plugin system that includes web browsing and command execution, AGiXT stands as a versatile bridge between AI models and users. With an expanding roster of AI providers, code evaluation capabilities, comprehensive chain management, and platform interoperability, AGiXT is consistently evolving to drive a multitude of applications, affirming its place at the forefront of AI technology.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

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.

This paper list is about Large Language Model-enhanced Recommender System. It also contains some related works. Keywords: recommendation system, large language models

Awesome MLSecOps is a curated list of open-source tools, resources, and tutorials for MLSecOps (Machine Learning Security Operations). It includes a wide range of security tools and libraries for protecting machine learning models against adversarial attacks, as well as resources for AI security, data anonymization, model security, and more. The repository aims to provide a comprehensive collection of tools and information to help users secure their machine learning systems and infrastructure.

Discord AI Chatbot is a versatile tool that seamlessly integrates into your Discord server, offering a wide range of capabilities to enhance your communication and engagement. With its advanced language model, the bot excels at imaginative generation, providing endless possibilities for creative expression. Additionally, it offers secure credential management, ensuring the privacy of your data. The bot's hybrid command system combines the best of slash and normal commands, providing flexibility and ease of use. It also features mention recognition, ensuring prompt responses whenever you mention it or use its name. The bot's message handling capabilities prevent confusion by recognizing when you're replying to others. You can customize the bot's behavior by selecting from a range of pre-existing personalities or creating your own. The bot's web access feature unlocks a new level of convenience, allowing you to interact with it from anywhere. With its open-source nature, you have the freedom to modify and adapt the bot to your specific needs.

A detective investigating the mystery of Satoshi Nakamoto. Uncovering the secrets of Bitcoin's and Crypto creator. Powered by Breebs (www.breebs.com)

Uncovering evidence of government manipulation.

Expert stock investor and analyst, specializing in uncovering hidden, undervalued stocks.

An investigative GPT focusing on scandals and high-profile events, offering informative insights.