Best AI tools for< Detect Data Drift >
20 - AI tool Sites
Censius
Censius is an AI Observability Platform for Enterprise ML Teams. It provides end-to-end visibility of structured and unstructured production models, enabling proactive model management and continuous delivery of reliable ML. Key features include model monitoring, explainability, and analytics.
Nightfall AI
Nightfall AI is a comprehensive data security platform that leverages AI technology to protect sensitive data in the cloud. It offers solutions for data loss prevention, data protection, and data privacy for AI applications. Nightfall AI scans all forms of enterprise data to detect and prevent secrets sprawl, data exfiltration, and safeguard personal information. The platform is designed to address the challenges of the AI-driven enterprise by providing high accuracy detection, secure AI-driven productivity, and automatic data protection.
Narrative BI
Narrative BI is a generative analytics platform designed for growth teams to automatically transform raw data into actionable narratives. It offers integrations with popular tools like Google Analytics, Google Ads, Facebook Ads, and more, providing users with AI-generated insights and alerts to optimize their marketing and advertising strategies. The platform aims to simplify data analysis and decision-making processes by condensing complex data into easy-to-understand information, enabling users to make informed decisions based on real-time data.
PerfAI
The website is an AI tool designed for API privacy, governance, and testing. It offers a comprehensive solution to detect, test, and remediate sensitive data leaks in APIs, ensuring privacy and compliance. The AI-driven platform is trusted by over 500 API teams and is trained on 70,000 public APIs. It provides features such as AI detection, cataloging, remediation, API governance checks, best practices database, scalability recommendations, and performance testing. The platform aims to help businesses secure and maintain high-performance APIs while simplifying the testing and reporting processes.
Frame AI
Frame AI is a premier Streaming AI Platform powered by STAG, designed to provide proactive insights and tools for every team by continuously querying customer data to detect traits, track trends, and trigger workflows. The platform turns unstructured data into actionable insights, helping teams stay ahead of risks and opportunities. Frame AI's architecture autonomously queries customer data based on user objectives, activating inside existing business tools to provide real-time customer data. With features like enrichments, triggers, alerts, and insights, Frame AI enables better decisions faster by combining predictive signals in customer text into task-specific scores. The platform is suitable for marketing, CX, support, and product teams, offering real-time usability feedback, demographic and psychographic trait detection, and secure data handling. Frame AI is SOC 2 Type II certified and HIPAA compliant, with a team of AI experts leading the development of AI solutions for various organizations.
Revisor
Revisor is an AI-enabled monitoring system based on neural networks, designed for counting actual voters and monitoring electoral procedures. It offers fast, reliable, and cost-effective election observation with high precision in voter counting. The system can detect ballot boxes, identify violations, and compare turnout data to detect falsified results. Revisor is trainable for different voting procedures and elections, providing immediate or long-term results based on video recordings.
ThetaRay
ThetaRay is an AI-powered transaction monitoring platform designed for fintechs and banks to detect threats and ensure trust in global payments. It uses unsupervised machine learning to efficiently detect anomalies in data sets and pinpoint suspected cases of money laundering with minimal false positives. The platform helps businesses satisfy regulators, save time and money, and drive financial growth by identifying risks accurately, boosting efficiency, and reducing false positives.
Darktrace
Darktrace is a cybersecurity platform that leverages AI technology to provide proactive protection against cyber threats. It offers cloud-native AI security solutions for networks, emails, cloud environments, identity protection, and endpoint security. Darktrace's AI Analyst investigates alerts at the speed and scale of AI, mimicking human analyst behavior. The platform also includes services such as 24/7 expert support and incident management. Darktrace's AI is built on a unique approach where it learns from the organization's data to detect and respond to threats effectively. The platform caters to organizations of all sizes and industries, offering real-time detection and autonomous response to known and novel threats.
Orbital Insight GO Platform
Orbital Insight is a leading geospatial data analytics platform that provides users with the ability to query the world with three basic parameters: WHAT type of activity? WHERE on earth? WHEN? The platform automates the most difficult steps of deriving insights, allowing you to answer many challenging geospatial questions. Orbital Insight's GO platform is designed for enterprise collaboration and transforms multiple geospatial data sources to accelerate and streamline team member's research, reporting, due diligence, and more.
Vizly
Vizly is an AI-powered data analysis tool that empowers users to make the most of their data. It allows users to chat with their data, visualize insights, and perform complex analysis. Vizly supports various file formats like CSV, Excel, and JSON, making it versatile for different data sources. The tool is free to use for up to 10 messages per month and offers a student discount of 50%. Vizly is suitable for individuals, students, academics, and organizations looking to gain actionable insights from their data.
Roundtable
Roundtable is an AI-assisted data cleaning tool designed for enterprise survey programming. It offers an easy-to-integrate API for cleaning open-ended survey responses, saving up to 70% of time. The tool uses real-time behavioral tracking to detect unnatural typing and programmatic entries, and it provides multilingual functionality for deploying studies to various markets. Roundtable also features GPT detection to identify bots and participants using ChatGPT and other LLMs. The tool is trusted by leaders and innovators to improve data quality efforts and save time in analyzing survey responses.
BigPanda
BigPanda is an AI-powered ITOps platform that helps teams gain efficiency, improve service quality, and reduce costs. It provides automated detection and alert intelligence, automated investigation and incident intelligence, automated remediation and workflow automation, and unified analytics and ready-to-use dashboards.
Sherpa.ai
Sherpa.ai is a Federated Learning Platform that enables data collaborations without sharing data. It allows organizations to build and train models with sensitive data from various sources while preserving privacy and complying with regulations. The platform offers enterprise-grade privacy-compliant solutions for improving AI models and fostering collaborations in a secure manner. Sherpa.ai is trusted by global organizations to maximize the value of data and AI, improve results, and ensure regulatory compliance.
AeroMegh
AeroMegh is a drone data analytics platform that transforms drone data into actionable insights by ensuring seamless and secured integration. It offers a SaaS platform for end-to-end drone missions, providing solutions for surveying, mapping, agriculture, construction, and power industries. AeroMegh's features include AeroGCS for drone mission planning, DroneNaksha for processing geo-tagged images, and PicStork for image analytics. The platform is trusted by leading brands and offers benefits such as a pay-per-consume model, end-to-end security, and simplicity in interface design.
QeDatalab
QeDatalab is a leading data science consulting and AI company offering a wide range of services such as software consulting, generative AI consulting, artificial intelligence services, cloud enablement & automation, AI-driven mobile app development, IoT & IIoT data consulting, digital services, AI product development, MLOps consulting, and more. The company specializes in providing AI-powered solutions for industries like healthcare, manufacturing, retail, and education, helping businesses leverage data for informed strategic decision-making and accurate predictions. QeDatalab's team of experts offers end-to-end services, customized solutions, and a trusted partnership to ensure client success.
Satlas
Satlas is an AI-powered platform that provides geospatial data generated by AI models. The platform allows users to explore maps showcasing changes in marine infrastructure, renewable energy infrastructure, and tree cover around the world. Satlas leverages state-of-the-art AI architectures and training algorithms in computer vision to enhance low-resolution satellite imagery and produce high-resolution images on a global scale. The platform offers freely accessible AI-generated geospatial datasets for offline analysis, along with AI models and training labels. Satlas is developed and maintained by PRIOR and colleagues at the Allen Institute for AI, aiming to advance computer vision technologies for better understanding and reasoning about the world.
Aitodata
Aitodata.com is an AI-powered data analysis tool designed to help users analyze and visualize data efficiently. The platform offers a user-friendly interface that allows users to upload datasets, perform various data analysis tasks, and generate insightful visualizations. With advanced AI algorithms, aitodata.com simplifies the data analysis process and provides valuable insights to users across different industries. Whether you are a data scientist, business analyst, or student, aitodata.com can assist you in making data-driven decisions and uncovering hidden patterns in your data.
Dexa.ai
Dexa.ai is an AI-powered security service that protects websites from online attacks by enabling cookies and blocking malicious activities. It uses advanced algorithms to detect and prevent threats, ensuring the safety and integrity of the website's data. Dexa.ai offers a reliable and efficient solution for website owners to safeguard their online presence and maintain a secure environment for users.
MacWhisper
MacWhisper is a native macOS application that utilizes OpenAI's Whisper technology for transcribing audio files into text. It offers a user-friendly interface for recording, transcribing, and editing audio, making it suitable for various use cases such as transcribing meetings, lectures, interviews, and podcasts. The application is designed to protect user privacy by performing all transcriptions locally on the device, ensuring that no data leaves the user's machine.
Giskard
Giskard is an AI testing platform designed to help companies protect against biases, performance issues, and security vulnerabilities in Generative AI models. It offers automated detection of AI model issues, compliance with the EU AI Act, and standard methodologies for optimal model deployment. Giskard provides both an open-source Python library for data scientists and an enterprise collaborative hub for controlling AI risks at scale. The platform aims to streamline AI testing practices and ensure quality, security, and compliance in AI projects.
20 - Open Source AI Tools
evidently
Evidently is an open-source Python library designed for evaluating, testing, and monitoring machine learning (ML) and large language model (LLM) powered systems. It offers a wide range of functionalities, including working with tabular, text data, and embeddings, supporting predictive and generative systems, providing over 100 built-in metrics for data drift detection and LLM evaluation, allowing for custom metrics and tests, enabling both offline evaluations and live monitoring, and offering an open architecture for easy data export and integration with existing tools. Users can utilize Evidently for one-off evaluations using Reports or Test Suites in Python, or opt for real-time monitoring through the Dashboard service.
awesome-mlops
Awesome MLOps is a curated list of tools related to Machine Learning Operations, covering areas such as AutoML, CI/CD for Machine Learning, Data Cataloging, Data Enrichment, Data Exploration, Data Management, Data Processing, Data Validation, Data Visualization, Drift Detection, Feature Engineering, Feature Store, Hyperparameter Tuning, Knowledge Sharing, Machine Learning Platforms, Model Fairness and Privacy, Model Interpretability, Model Lifecycle, Model Serving, Model Testing & Validation, Optimization Tools, Simplification Tools, Visual Analysis and Debugging, and Workflow Tools. The repository provides a comprehensive collection of tools and resources for individuals and teams working in the field of MLOps.
cleanlab
Cleanlab helps you **clean** data and **lab** els by automatically detecting issues in a ML dataset. To facilitate **machine learning with messy, real-world data** , this data-centric AI package uses your _existing_ models to estimate dataset problems that can be fixed to train even _better_ models.
radicalbit-ai-monitoring
The Radicalbit AI Monitoring Platform provides a comprehensive solution for monitoring Machine Learning and Large Language models in production. It helps proactively identify and address potential performance issues by analyzing data quality, model quality, and model drift. The repository contains files and projects for running the platform, including UI, API, SDK, and Spark components. Installation using Docker compose is provided, allowing deployment with a K3s cluster and interaction with a k9s container. The platform documentation includes a step-by-step guide for installation and creating dashboards. Community engagement is encouraged through a Discord server. The roadmap includes adding functionalities for batch and real-time workloads, covering various model types and tasks.
uptrain
UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured evaluations (covering language, code, embedding use cases), perform root cause analysis on failure cases and give insights on how to resolve them.
AI-Catalog
AI-Catalog is a curated list of AI tools, platforms, and resources across various domains. It serves as a comprehensive repository for users to discover and explore a wide range of AI applications. The catalog includes tools for tasks such as text-to-image generation, summarization, prompt generation, writing assistance, code assistance, developer tools, low code/no code tools, audio editing, video generation, 3D modeling, search engines, chatbots, email assistants, fun tools, gaming, music generation, presentation tools, website builders, education assistants, autonomous AI agents, photo editing, AI extensions, deep face/deep fake detection, text-to-speech, startup tools, SQL-related AI tools, education tools, and text-to-video conversion.
rlhf_trojan_competition
This competition is organized by Javier Rando and Florian Tramèr from the ETH AI Center and SPY Lab at ETH Zurich. The goal of the competition is to create a method that can detect universal backdoors in aligned language models. A universal backdoor is a secret suffix that, when appended to any prompt, enables the model to answer harmful instructions. The competition provides a set of poisoned generation models, a reward model that measures how safe a completion is, and a dataset with prompts to run experiments. Participants are encouraged to use novel methods for red-teaming, automated approaches with low human oversight, and interpretability tools to find the trojans. The best submissions will be offered the chance to present their work at an event during the SaTML 2024 conference and may be invited to co-author a publication summarizing the competition results.
dataline
DataLine is an AI-driven data analysis and visualization tool designed for technical and non-technical users to explore data quickly. It offers privacy-focused data storage on the user's device, supports various data sources, generates charts, executes queries, and facilitates report building. The tool aims to speed up data analysis tasks for businesses and individuals by providing a user-friendly interface and natural language querying capabilities.
Awesome-Knowledge-Distillation-of-LLMs
A collection of papers related to knowledge distillation of large language models (LLMs). The repository focuses on techniques to transfer advanced capabilities from proprietary LLMs to smaller models, compress open-source LLMs, and refine their performance. It covers various aspects of knowledge distillation, including algorithms, skill distillation, verticalization distillation in fields like law, medical & healthcare, finance, science, and miscellaneous domains. The repository provides a comprehensive overview of the research in the area of knowledge distillation of LLMs.
DelphiOpenAI
Delphi OpenAI API is an unofficial library providing Delphi implementation over OpenAI public API. It allows users to access various models, make completions, chat conversations, generate images, and call functions using OpenAI service. The library aims to facilitate tasks such as content generation, semantic search, and classification through AI models. Users can fine-tune models, work with natural language processing, and apply reinforcement learning methods for diverse applications.
ai-game-development-tools
Here we will keep track of the AI Game Development Tools, including LLM, Agent, Code, Writer, Image, Texture, Shader, 3D Model, Animation, Video, Audio, Music, Singing Voice and Analytics. 🔥 * Tool (AI LLM) * Game (Agent) * Code * Framework * Writer * Image * Texture * Shader * 3D Model * Avatar * Animation * Video * Audio * Music * Singing Voice * Speech * Analytics * Video Tool
awesome-generative-ai
A curated list of Generative AI projects, tools, artworks, and models
nextpy
Nextpy is a cutting-edge software development framework optimized for AI-based code generation. It provides guardrails for defining AI system boundaries, structured outputs for prompt engineering, a powerful prompt engine for efficient processing, better AI generations with precise output control, modularity for multiplatform and extensible usage, developer-first approach for transferable knowledge, and containerized & scalable deployment options. It offers 4-10x faster performance compared to Streamlit apps, with a focus on cooperation within the open-source community and integration of key components from various projects.
20 - OpenAI Gpts
CISO GPT
Specialized LLM in computer security, acting as a CISO with 20 years of experience, providing precise, data-driven technical responses to enhance organizational security.
Log Analyzer
I'm designed to help You analyze any logs like Linux system logs, Windows logs, any security logs, access logs, error logs, etc. Please do not share information that You would like to keep private. The author does not collect or process any personal data.
Object Detection Mate
An Object Detection chatbot assistant offering educational materials, code examples, and multilingual support.
Wowza Bias Detective
I analyze cognitive biases in scenarios and thoughts, providing neutral, educational insights.
Prompt Injection Detector
GPT used to classify prompts as valid inputs or injection attempts. Json output.
AI Detektor
Der AI Detektor GPT wird von Winston AI betrieben und wurde entwickelt, um AI-generierte Inhalte zu identifizieren. Es wurde entwickelt, um Ihnen zu helfen, die Verwendung von KI-Schreib-Chatbots wie ChatGPT, Claude und Bard zu erkennen.
Sherlock Holmes, The Fact Finder
Finance fact-checker with accuracy scoring, using sources like NerdWallet, Investopedia, BEA, and St. Louis Fed.
AI Tools Guru
Find the best AI tools. Want to add your tool? Fill the form: https://forms.gle/uqMaC2EFZzh3Y4yT6
AI for Medical Imaging GPT
Expert in medical imaging AI, adept in machine learning tools.
GPT Auth™
This is a demonstration of GPT Auth™, an authentication system designed to protect your customized GPT.
Signal Processing Advisor
Provides expert guidance on signal processing in engineering projects.