AI Math Lens
Learn NumPy Shapes Visually
$9.99 · Designed for iPad. Not verified for macOS.
Learn NumPy shapes visually through interactive tensor, axis, broadcasting, matrix, and image array examples.
AI Math Lens is a visual learning app for NumPy and tensor shape intuition.
Instead of memorizing rules, you can see how arrays change as you run common operations:
• Shape: understand 1D, 2D, and 3D arrays
• Indexing & Selection: see how slicing, strides, and masks affect shape
• Axis: watch reductions collapse dimensions
• Reshape & Transpose: rearrange arrays without changing values
• Broadcasting: learn how shapes align and stretch
• Matrix Multiply: compare elementwise multiplication with row-column dot products
• Image Arrays: see images as NumPy arrays with pixels, channels, crops, and RGB tint
• Shape Journey: solve one shape problem step by step
AI Math Lens is designed for students and beginners preparing for machine learning, computer vision, data science, or deep learning courses.
The goal is simple: make tensor shapes feel visible.
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The developer, Wu Huang, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Collected
The developer does not collect any data from this app.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- Wu Huang
- Size
- 1.3 MB
- Category
- Education
- Compatibility
Requires iOS 16.6 or later.
- iPhone
Requires iOS 16.6 or later. - iPad
Requires iPadOS 16.6 or later. - Mac
Requires macOS 13.5 or later and a Mac with Apple M1 chip or later. - Apple Vision
Requires visionOS 1.0 or later.
- iPhone
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- © 2026 Wu Huang
