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Update README.md to enhance description and clarity of Rustframe features

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Palash Tyagi 2025-04-26 06:12:25 +01:00
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## Rustframe: *A lightweight dataframe helper for Rust* ## Rustframe: *A lightweight dataframe & math toolkit for Rust*
Rustframe is a simple dataframe helper for simple math and data manipulation in Rust. Rustframe provides intuitive dataframe, matrix, and series operations small-to-mid scale data analysis and manipulation.
Rustframe keeps things simple, safe, and readable. It is handy for quick numeric experiments and small analytical tasks, but it is **not** meant to compete with powerhouse crates like `polars` or `ndarray`. Rustframe keeps things simple, safe, and readable. It is handy for quick numeric experiments and small analytical tasks, but it is **not** meant to compete with powerhouse crates like `polars` or `ndarray`.
### What it offers ### What it offers
- **Math that reads like math** – element‑wise `+`, `−`, `×`, `÷` on entire frames or scalars. - **Math that reads like math** - element‑wise `+`, `−`, `×`, `÷` on entire frames or scalars.
- **Broadcast & reduce** – sum, product, any/all across rows or columns without boilerplate. - **Broadcast & reduce** - sum, product, any/all across rows or columns without boilerplate.
- **Boolean masks made simple** – chain comparisons, combine with `&`/`|`, get a tidy `BoolMatrix` back. - **Boolean masks made simple** - chain comparisons, combine with `&`/`|`, get a tidy `BoolMatrix` back.
- **Date‑centric row index** – business‑day ranges and calendar slicing built in. - **Date‑centric row index** - business‑day ranges and calendar slicing built in.
- **Pure safe Rust** – 100 % safe, zero `unsafe`. - **Pure safe Rust** - 100 % safe, zero `unsafe`.
### Heads up ### Heads up
- **Not memory‑efficient (yet)** – footprint needs work. - **Not memory‑efficient (yet)** - footprint needs work.
- **Feature set still small** – expect missing pieces. - **Feature set still small** - expect missing pieces.
### On the horizon ### On the horizon