# AI Math Lens — Learn NumPy Shapes Visually

> Learn NumPy Shapes Visually (iPhone/iPad app by Wu Huang.)

- Source: https://appshunter.io/ios/app/ai-math-lens/id6771075732 (this page in markdown: same URL + `.md`)
- Developer: [Wu Huang](https://appshunter.io/developer/593438786)
- Category: Education, Reference
- Price: $9.99
- Age rating: 4+
- Requires: iOS 16.6 · 1 MB
- Languages: American English
- Released: 2026-05-20
- Data updated: 2026-09-02
- User reviews in markdown: https://appshunter.io/ios/app/ai-math-lens/id6771075732/reviews.md

## What is AI Math Lens?

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.


## Version history (last 1 release)

### 1.0 — 2026-05-21

No release notes.

## More apps by Wu Huang

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- [EmojiArtTool](https://appshunter.io/ios/app/emojiarttool/id1590155386)
- [Spirograph Drawing](https://appshunter.io/ios/app/spirograph-drawing/id1598882758)
- [Lissajous Draw](https://appshunter.io/ios/app/lissajous-draw/id6755676336)

All apps by Wu Huang: https://appshunter.io/developer/593438786

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-09-02.*