The 7 best neural networks for math

The approach to education, especially in math, has changed dramatically over the past few years. As students are faced with increasingly complex math problems, AI-based tools have become invaluable resources for learning, problem solving, and skill development. These innovative apps offer a wide range of features - from instant problem recognition to step-by-step explanations - and are designed for students of all levels.

In this article, we take a look at some of the best AI-enabled math tools that are changing the landscape of math education and empowering students and teachers to solve complex problems.

1. Socratic

Socratic from Google is a free mobile app designed to help middle and high school students study by providing up-to-date educational resources and detailed explanations to their questions. Powered by Google's artificial intelligence, Socratic allows students to ask questions via voice, text or images and provides high-quality learning resources customized to their needs.

Acquired by Google in 2018, Socratic has become the premier study assistant for students looking for fast, reliable answers and in-depth explanations across a wide range of subjects, including math, science, literature, and social studies. Using advanced artificial intelligence algorithms, the app identifies the core concepts behind each question and selects the most relevant content from reliable sources on the web.

Key features of Socratic by Google:

• Universal Input Methods: Students can ask questions by typing, speaking, or simply taking pictures of their handwritten notes or textbook pages.
• Artificial Intelligence Content Curation: Socratic algorithms analyze each question to identify key concepts and find the most appropriate explanations, videos, and step-by-step solutions.
• Comprehensive subject coverage: The app supports a wide range of academic subjects including algebra, geometry, biology, chemistry, physics, history and literature.
• Teaching aids created by experts: Socratic collaborates with teachers to provide visual explanations and teaching aids for each subject, ensuring that content is aligned with educational standards.
• Individualized Learning Approach: By understanding each student's issue and learning style, Socratic tailors content recommendations to the individual student.

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2. Photomath

Photomath is a popular mobile app that uses advanced computer vision and artificial intelligence to solve math problems instantly. Simply point the smartphone camera at a mathematical equation and Photomath will recognize and solve it, providing step-by-step explanations to help users understand the problem-solving process. The app covers a wide range of math topics, from basic arithmetic to complex calculations, making it a valuable tool for students of all levels.

One of Photomath's main advantages is its ability to recognize handwritten equations rather than just printed text. This feature uses a neural network model that has been trained on over 100,000 images of handwritten mathematical expressions and achieved an impressive accuracy of 98 %.

Photomath's key features are:

• Instant problem solving: Simply point your camera at a math problem and Photomath will provide a real-time solution, along with a step-by-step explanation of how to get the answer.
• Handwriting recognition: Photomath can recognize and solve handwritten mathematical problems with high accuracy thanks to an advanced neural network model.
• Step-by-step explanations: The app breaks down each problem into clear, easy-to-follow steps, helping users understand the problem-solving process and learn at their own pace.
• Interactive Graphs: Photomath generates interactive graphs to visualize problems, allowing users to explore key features such as roots, minimum and maximum values, and more.
• Wide range of topics: The app covers math topics from basic arithmetic to complex calculus, including algebra, trigonometry, statistics and more, making it suitable for students of all levels.

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3. MathGPTPro

MathGPTPro is an advanced artificial intelligence-based math learning application for homework help and math tutoring. Using Math GPT (Generative Pre-trained Transformer) advanced artificial intelligence technology, MathGPTPTPro provides interactive, real-time math problem solving across a wide range of subjects including algebra, calculus, physics, chemistry, engineering, biology, and statistics.

The beta model application boasts 25 % higher accuracy than GPT-4 in solving math and STEM problems. MathGPPTPro goes beyond traditional math solvers to offer an immersive learning experience. The AI delves into the logic behind each question, providing not just answers, but a comprehensive understanding of methods and principles. With photo recognition technology, students can simply take a picture of a problem and MathGPTPro will instantly analyze and solve any equation or problem.

Key features of MathGPTPro:

• Enhanced understanding through artificial intelligence: MathGPTPro provides step-by-step solutions and detailed explanations, ensuring that students understand key concepts.
• Photo Math Simplicity: Users can easily enter tasks by taking a photo, and the app's advanced recognition technology will do the rest.
• Wide range of subjects: MathGPTPro covers a variety of STEM subjects including math, physics, chemistry, engineering, biology, and statistics.
• Interactive learning: The app offers animated tutorials and interactive problem solving to make learning fun and enjoyable.
• Always available homework help: With MathGPTPro, students have access to a personal tutor 24/7 to assist them at any time.

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4. Mathway

Mathway is a powerful math problem solving app that provides instant solutions to a wide range of math problems, from basic arithmetic to complex calculus. Developed by Chegg, a leader in educational technology, Mathway has become a popular resource for students looking for quick and reliable answers to their math questions.

Mathway recognizes and solves problems entered in a variety of formats, including typed equations, handwritten expressions, and even photos of textbook pages. The app's advanced artificial intelligence algorithms analyze the input data and provide accurate step-by-step solutions, making it easy for students to solve problems. This versatility makes Mathway an indispensable tool for students who have difficulty typing complex equations or who prefer to work with handwritten notes.

Mathway's key features are:

• Comprehensive coverage of math: Mathway supports a wide range of math subjects, including basic math, pre-algebra, algebra, geometry, trigonometry, precalculus, calculus, and statistics.
• Step-by-step explanations: The app contains detailed step-by-step solutions to help students understand the problem-solving process and reinforce what they have learned.
• Multiple methods of entry: Students can enter tasks by typing, drawing by hand, or simply taking a picture of the textbook or worksheet.
• Graphing capabilities: Mathway includes a powerful graphing calculator that allows you to graph and analyze functions, making it a valuable tool for advanced math study.
• Customizable Experience: Users can choose their preferred solution method and customize the app settings to suit their learning style and needs.

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5. Symbolab

Symbolab is an advanced math learning platform that uses artificial intelligence to solve a wide range of math problems step-by-step. Developed by Israeli startup EqsQuest Ltd. and released in 2011, Symbolab has become a popular resource for students seeking to understand complex math concepts and improve problem-solving skills.

Symbolab offers comprehensive coverage of math subjects ranging from pre-algebra and geometry to calculus, trigonometry and more. The platform's artificial intelligence algorithms can interpret and solve problems entered in a variety of formats, including typed equations, handwritten expressions, and even photos of textbook pages. This versatility makes Symbolab accessible to students with different learning styles and preferences.

Symbolab Key Features:

• Step-by-step solutions: Symbolab provides detailed step-by-step explanations of each problem, helping students understand the problem-solving process and reinforce what they have learned.
• Handwriting Recognition: The platform's advanced artificial intelligence can recognize and solve handwritten math problems with high accuracy, making it easier for students to get help with handwritten homework or notes.
• Comprehensive subject coverage: Symbolab supports a wide range of math topics including algebra, geometry, trigonometry, calculus, statistics, and more.
• Interactive graphing: the platform offers a powerful graphing calculator that allows users to graph and analyze functions, making it a valuable tool for visualizing complex mathematical concepts.
• Practice and quizzes: With a paid subscription, students can access personalized practice problems and quizzes to hone their skills and track their progress.

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6. GeoGebra

GeoGebra is an interactive math software package for learning and teaching math and science from elementary school to university. Developed by Markus Hohenwarter in 2001 as part of his master's thesis at the University of Salzburg, GeoGebra has developed into a leading provider of dynamic math software supporting STEM education and innovation in teaching and learning worldwide.

GeoGebra combines geometry, algebra, spreadsheets, graphing, statistics, and calculus in one easy-to-use package. This dynamic link between different mathematical representations allows students to learn and understand mathematical concepts in a visual and interactive way. GeoGebra's user-friendly interface and wide range of tools make it accessible to students of all levels.

Key features of GeoGebra:

• Dynamic Geometry: GeoGebra allows users to create and manipulate geometric constructions of points, vectors, segments, lines, polygons and conic sections. These constructions can be dynamically modified, allowing students to explore geometric relationships and properties.
• Algebraic input: Equations and coordinates can be entered directly from the keyboard. GeoGebra Algebra displays a symbolic representation of constructed objects, facilitating the connection between geometry and algebra.
• Spreadsheet integration: GeoGebra includes a spreadsheet view that allows users to explore mathematical concepts through a familiar interface. Data from a spreadsheet can be easily plotted in a graphical representation.
• Interactive graphing: functions can be defined algebraically and then dynamically modified using sliders. Students can investigate the behavior of functions and the influence of parameters on their graphs.
• Scenarios and tools: GeoGebra offers a number of scripting options and tools for creating interactive learning materials, simulations and animations. These can be easily distributed online using the GeoGebra Materials platform.

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7. MathPapa

MathPapa is an online algebra calculator and AI educational tool designed to help students learn and practice algebra concepts. The platform offers step-by-step solutions to a wide range of algebra problems, making it an invaluable resource for students looking to improve their understanding of the subject.

One of MathPapa's main strengths is its comprehensive coverage of algebra topics, including linear equations, quadratic equations, inequalities, graphing, factorization, and systems of equations. The AI-powered calculator can solve problems entered in a variety of formats, such as typed equations or expressions, providing detailed step-by-step explanations to help students follow the problem-solving process.

Key features of MathPapa:

• Step-by-step solutions: MathPapa provides detailed step-by-step explanations for each problem, breaking down the solution process to help students understand the basic concepts and methods.
• Algebra Lessons: The platform offers a collection of algebra lessons covering key topics with clear explanations and examples to support learning.
• Practice Problems: MathPapa includes a practice problems section where students can test their understanding by solving algebra problems and receiving immediate feedback on their answers.
• Mobile App: The MathPapa mobile app, available for Android devices, allows students to access calculator and learning resources on the go, making it convenient to practice and learn algebra anytime, anywhere.
• Free and Premium Options: Although MathPapa offers a free version with basic features, students can upgrade to a premium subscription to access additional resources such as unlimited step-by-step solutions and no ads.

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Improving math understanding with artificial intelligence

The integration of artificial intelligence into education has opened up new opportunities for students and teachers alike. These advanced tools not only solve math problems, but also explain math concepts in ways that traditional methods often prove inaccessible. By providing step-by-step solutions, AI math tools help students understand the principles behind complex equations and formulas.

For advanced math students, these artificial intelligence apps offer the opportunity to explore complex topics and push their limits. Whether it's calculus, linear algebra, or statistics, these tools provide instant feedback and guidance, allowing students to progress at their own pace. In addition, the visual representations and interactive elements offered by many of these platforms make abstract mathematical concepts more tangible and easier to understand.

Despite the popularity of various AI-based applications, it is important to remember that they should complement, not replace, traditional teaching methods. Teachers can use these AI tools to create more engaging lesson plans, address individual student needs, and provide personalized support. The combination of human expertise and AI capabilities will create a more effective and inclusive math learning environment that will help students overcome challenges and develop strong math skills for the future.

As technology advances, we can expect even more sophisticated AI-powered educational tools to emerge that will further enhance our ability to effectively teach and learn math. The future of math education looks bright, and AI will be a powerful ally in nurturing the next generation of mathematical thinkers and problem solvers.