Research & Education

prm800k is an open-source dataset and accompanying tools, released by OpenAI, that provides 800,000 step-level correctness labels for large language model (LLM) solutions to mathematical problems from the MATH dataset. This resource is crucial for researchers and developers aiming to enhance the mathematical reasoning capabilities of AI models through process supervision. The repository includes raw labels, instructions for labelers, Python grading logic for answer correctness, and non-standard MATH train/test splits. It also contains scored samples used to evaluate large-scale ORM and PRM models, making it a comprehensive resource for advancing AI in mathematics.

deepmath is a deep-tech company specializing in advanced mathematical modeling, engineering simulations, and AI-enhanced engineering. It provides industry-grade services and next-gen engineering tools by combining advanced mathematical modeling, physics-based simulation, statistics, and AI. The company focuses on solving complex physical and operational challenges in industries such as renewable energy, offshore engineering, and marine engineering, particularly when standard tools or workflows are insufficient. deepmath offers solutions like Finite Element Methods (FEM), Computational Fluid Dynamics (CFD), Discrete Event Simulations (DES), and various forms of Artificial Intelligence (AI) to provide high-fidelity descriptions and predictions for optimizing design and operations. They also offer custom in-house tool development and support for startups and R&D teams.

Tremi is an AI-powered influencer marketing tool designed to streamline the process of finding suitable creators for brand promotion. Users can describe their needs, including niche, location, and goals, to receive a curated list of influencers. The platform then suggests creators that fit the prompt, enabling quick outreach and collaboration. Tremi is accessible directly in the browser, requiring no installation, and supports both global and local businesses, from tech influencers to local nail salons. It offers a free tier for initial searches and paid plans for more extensive features and unlimited access, aiming to save users hours of manual searching.

StarSpark.AI is an AI-powered math teacher designed to help students in grades 3-12 master mathematics. Leveraging AI algorithms and neuroscience research, it creates customized learning journeys that adapt to each student's unique strengths, weaknesses, and learning styles. The platform offers instant 24/7 homework support, allowing students to upload, speak, type, or draw problems and receive step-by-step explanations with real-time feedback. It also enables students to turn class material into practice by creating custom quizzes, practice tests, and flashcards from notes or assignments. StarSpark.AI ensures academic accuracy, is hallucination-free, and aligns with school assignments and AP coursework, providing a comprehensive solution for academic success.

Qwen2.5-Math represents a specialized series of large language models from the Qwen2 family, specifically engineered to excel in mathematical problem-solving and research. These models are tailored to handle complex mathematical queries, equations, and theoretical concepts, providing advanced capabilities for users in academic and scientific fields. By focusing on mathematics, Qwen2.5-Math aims to offer more accurate and relevant solutions compared to general-purpose LLMs. The models are accessible through popular platforms like Hugging Face and ModelScope, facilitating integration and experimentation for researchers and developers working on AI-driven mathematical applications.

Tegore is an interactive AI-powered learning platform designed to help students in grades 6-12 master math concepts. Featuring Noor, an AI math tutor, the platform provides personalized assistance and never gives up on students. Built with safety and privacy in mind, Tegore is used by educators who praise its ability to explain concepts creatively. Pilot programs have shown significant improvements, with one session leading to 85% of students mastering polynomial division. Backed by Y Combinator, Tegore aims to make math learning engaging and effective for a wide range of students.

SnapAndSolve is an AI-powered tool designed to assist users in solving interview and homework questions efficiently. By simply snapping a photo or uploading an existing image of a question, users can receive precise answers. The platform emphasizes taking individual photos for each question to ensure accuracy. It caters to a broad range of subjects and is particularly useful for students and job seekers looking for quick and reliable solutions. The tool also features a voice input option for convenience, allowing users to speak their questions. SnapAndSolve aims to simplify the problem-solving process, making it an accessible resource for academic and professional preparation.

LeetCard is a mobile application designed to significantly improve problem-solving skills and prepare users for technical interviews. It features an AI-powered hint system that guides users through challenging problems, along with customized study plans tailored to individual learning needs. The app also provides streamlined organization for study materials, smart flashcards for effective memorization, a personalized dashboard to track progress, and detailed analytics to identify areas for improvement. LeetCard aims to maximize learning efficiency and effectiveness for anyone looking to excel in coding interviews and master complex concepts.

TXYZ is an AI-powered platform designed to integrate all paths to knowledge, assisting users with research, learning, and problem-solving. It offers distinct products for searching, reading, and writing, each leveraging AI to redefine knowledge discovery, revolutionize knowledge work, and streamline workflows. The platform provides AI assistance for reading, problem-solving, and writing, with features like file upload and analysis, access to a comprehensive library, and agentic workflows. TXYZ is trusted by researchers and offers an API for businesses and institutions to empower their operations with AI. It aims to enhance accuracy and reduce 'hallucination' by refining its retrieval algorithm and providing document location references.

DiffEqFlux.jl is a Julia library designed for scientific machine learning (SciML), specifically focusing on neural differential equations. It integrates differential equation solvers into neural networks, enabling the addition of physical information into traditional machine learning models. The library offers pre-built implicit layer architectures with efficient O(1) backpropagation and GPU acceleration. It supports various types of neural differential equations, including Neural ODEs, Neural SDEs, Neural DAEs, and Neural DDEs, as well as Hamiltonian Neural Networks and Continuous Normalizing Flows. DiffEqFlux.jl is built upon DifferentialEquations.jl and Lux.jl, providing a robust framework for researchers and developers to explore advanced scientific machine learning methods.

Homeworkify.im is an AI-powered platform designed to provide accurate and instant homework assistance across a wide range of subjects. Positioned as an alternative to Homeworkify, it leverages advanced GPT-4o technology to deliver precise answers. Users can input problems via text, images, or files, making it a versatile and user-friendly solution. The platform offers step-by-step solutions, interactive Q&A for follow-up questions, and supports multiple languages. It also includes features like saving and reviewing past problems and multi-platform accessibility, ensuring students can get help anytime, anywhere. This tool is particularly beneficial for STEM learners and students of all levels seeking reliable academic support.

Segmentle is an engaging daily math game, drawing inspiration from the popular Wordle format. The core objective is to arrange numbers within a grid so that each column's sum matches a specified target number. The game offers various grid sizes, including 3x3, 4x4, and 5x5, catering to different challenge preferences. Players can choose from difficulty levels such as Easy, Medium, Hard, and Genius. A unique aspect of Segmentle is the concept of "false positive columns," where a column might sum correctly but isn't part of the final solution, adding an extra layer of strategic thinking. The game was created with the assistance of AI (ChatGPT) and provides unlimited play, with new daily puzzles available.

Alevels.ai is an AI-powered platform designed to assist A-Level students in their revision and exam preparation. It offers a comprehensive suite of curriculum-specific resources, ensuring that students have access to relevant materials tailored to their studies. A key feature is its AI tutor, which can mark student answers, provide immediate feedback, and guide them through challenging topics. This personalized support aims to help students understand complex concepts, improve their problem-solving skills, and ultimately boost their grades. The platform consolidates all necessary study materials in one place, streamlining the revision process for A-Level students.

Mathly is an AI-powered tool designed to help students with their math homework. Users can take a photo of a math problem, and the AI will solve it and provide clear, understandable explanations. The tool goes beyond just providing answers by generating personalized explanations tailored to the user's learning style. Additionally, Mathly answers follow-up questions and creates similar practice problems with solutions to help users check their understanding and reinforce their learning. This approach aims to make learning math more effective, smarter, and faster, offering a comprehensive solution for homework help.

Gnothi is an AI-powered note-taking tool designed to enhance productivity and ideation. It leverages artificial intelligence to assist users in generating novel ideas and discovering customized solutions. The platform aims to streamline the ideation process, making it more efficient and personalized for various business and productivity needs. By integrating AI into note-taking, Gnothi helps users extract valuable insights and access relevant resources directly from their notes, fostering a more dynamic and intelligent approach to information management and problem-solving.

TexTeller is an end-to-end formula recognition model designed to convert images into corresponding LaTeX formulas with high accuracy and strong generalization abilities. Trained on 80 million image-formula pairs, it significantly surpasses previous models in data volume and diversity, enabling it to cover most usage scenarios. Key features include support for scanned images, handwritten formulas, and English/Chinese mixed formulas, along with OCR capabilities for both languages in printed images. TexTeller also offers paragraph recognition and a formula detection model trained on extensive datasets. It provides a web demo, a Python API, and a server for integration, making it a versatile solution for various formula recognition needs.

Basic-Mathematics-for-Machine-Learning is an open-source GitHub repository designed to help individuals overcome the mathematical challenges associated with Machine Learning, Deep Learning, and other AI fields. The repository provides foundational knowledge in key mathematical areas such as Algebra, Calculus, Statistics, and Probability. It includes practical code examples, primarily in Python notebooks, demonstrating the application of these concepts using essential libraries like NumPy, Pandas, and Matplotlib. The resource emphasizes the importance of mathematics for selecting algorithms, choosing parameter settings, understanding bias-variance tradeoffs, and estimating confidence intervals. It covers topics like Linear Algebra, Probability Theory, Statistics, Multivariate Calculus, and Algorithms, making it a comprehensive guide for those looking to strengthen their mathematical background for AI.

Homemade Machine Learning is a GitHub repository offering Python implementations of widely used machine learning algorithms. Each algorithm is accompanied by detailed mathematical explanations and interactive Jupyter Notebook demos, enabling users to experiment with training data and configurations directly in their browser. The project emphasizes understanding the underlying mathematics by implementing algorithms from scratch, rather than relying on third-party libraries. It covers supervised learning (linear and logistic regression), unsupervised learning (K-means, anomaly detection), and neural networks (Multilayer Perceptron). This resource is ideal for students and developers looking to deepen their understanding of machine learning fundamentals.

Math AI Solver is an online platform offering instant, AI-powered assistance for a wide range of mathematics problems, from basic arithmetic to advanced calculus and geometry. Users can input problems by typing text or uploading images of handwritten or printed questions. The tool provides clear, step-by-step explanations, not just final answers, and allows for follow-up questions to enhance understanding. It is designed for students, teachers, and professionals seeking quick, accurate math help without requiring sign-up. The platform also features a dedicated word problem solver and cross-platform compatibility, making it accessible on any device.

Logiq - AI Math Solver is an advanced AI-powered homework helper designed to assist students and professionals in mastering complex math and science problems. It offers instant, step-by-step solutions across various subjects including Math, Physics, and Chemistry. The tool emphasizes deep understanding by providing clear, logical steps and detailed, context-aware explanations for every solution. Users can tackle problems with confidence, grasp the 'why' behind each step, and receive accurate results in seconds, ensuring uninterrupted learning. Logiq aims to empower users with AI-driven mathematical solutions, enabling them to solve, learn, and master complex problems with ease.

The AI Math Roadmap is a no-nonsense guide to the mathematical foundations required for Artificial Intelligence, Machine Learning, and Deep Learning. It covers core principles across Algebra, Linear Algebra, Calculus, Statistics & Probability, and Information Theory. Designed for both beginners and experienced practitioners, this resource distills complex college-level topics into essential concepts, enabling users to focus on what truly matters for a career in Data Science. It emphasizes understanding fundamentals rather than memorizing every concept, making it an invaluable tool for building a strong mathematical base in AI.

G2Q Computing is at the forefront of developing hybrid quantum-classical software solutions, specifically designed for optimization and machine learning. This innovative platform aims to provide superior computing performance for complex challenges across various industries. By combining the power of quantum and classical computing, G2Q Computing offers advanced tools for researchers, scientists, and engineers who require efficient solutions for intricate computational problems. The platform is cloud-based, ensuring accessibility and scalability for its users. It is engineered to transform industries by enabling breakthroughs in areas that demand high-performance computing and sophisticated algorithmic approaches.

AskTutor is an AI-powered education tool designed to assist students, teachers, and tutors across all study levels. It acts as a personalized study partner, offering smart and adaptive support to help users navigate academic challenges. The platform provides step-by-step explanations for complex subjects, identifies learning gaps, and builds custom lessons. Students can upload materials like class notes or quizzes for analysis, receive targeted support, and track their progress. For teachers and tutors, AskTutor helps create lesson plans, quizzes, outlines, and summaries, saving preparation time while maintaining personalized content. It supports both STEM and humanities subjects and is accessible on mobile devices, making learning flexible and convenient.

Thetawise is an AI-powered math tutoring tool designed to assist students in understanding and solving math problems. It provides instant help and step-by-step solutions for complex and advanced math concepts, making learning accessible and efficient. The platform features a tutoring mode, an advanced solver, and practice sessions, allowing users to learn at their own pace and time. Thetawise aims to be the most accurate math AI tutor, helping students master challenging mathematical topics through comprehensive support and interactive learning experiences. It is ideal for anyone seeking to improve their math skills or get quick solutions to homework problems.