| --- |
| license: apache-2.0 |
| task_categories: |
| - image-to-text |
| language: |
| - en |
| tags: |
| - math |
| - Real-Complex-Analysis |
| - textbooks |
| size_categories: |
| - n<1K |
| --- |
| |
| # Real-Complex-Analysis-Math |
|
|
| This dataset contains high-quality scanned pages from the classic mathematics textbook by **Walter Rudin**, widely used in advanced undergraduate and graduate-level courses on real and complex analysis. It is ideal for building OCR systems, digitizing textbooks, or creating educational AI tools for higher mathematics. |
|
|
| ## Dataset Details |
|
|
| * **Source**: *Principles of Mathematical Analysis* and *Real and Complex Analysis* by Walter Rudin |
| * **Task**: Image-to-Text (OCR, textbook parsing) |
| * **Modality**: Image |
| * **Split**: `train` |
| * **Number of Samples**: 433 images |
| * **Size**: |
|
|
| * Dataset files: 353 MB |
| * Auto-converted Parquet: 382 MB |
| * **Language**: English |
| * **License**: [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
|
|
| ## Features |
|
|
| | Feature | Type | |
| | ------- | ----- | |
| | image | Image | |
|
|
| Each row consists of a scanned page from Rudin's textbook, suitable for OCR and mathematical content recognition tasks. |
|
|
| ## Use Cases |
|
|
| * OCR training for mathematical text and symbols |
| * Digitization of classic mathematical literature |
| * Training data for document layout analysis |
| * Semantic understanding of advanced math textbooks |
| * Visual-based Q\&A from textbook pages |
|
|
| ## How to Use |
|
|
| You can use the dataset via Hugging Face’s `datasets` library: |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("prithivMLmods/Real-Complex-Analysis-Math") |
| ``` |
|
|
| Each sample looks like: |
|
|
| ```python |
| { |
| "image": <PIL.Image> |
| } |
| ``` |
|
|
| ## Tags |
|
|
| `math`, `Real-Complex-Analysis`, `textbooks`, `image-to-text`, `OCR`, `higher-education`, `Rudin` |
|
|
| ## Citation |
|
|
| If you use this dataset in your research or development, please credit the original textbook author: |
|
|
| > Walter Rudin, *Real and Complex Analysis* and *Principles of Mathematical Analysis* |
