Crate matten 

matten — a developer-experience-first multidimensional array (tensor) library for Rust.

matten is a family car of Rust tensor library: easy to start, predictable, and friendly for non-expert Rust developers doing small numerical, data-exploration, or business proof-of-concept work. It deliberately prioritizes developer experience over peak performance, and is not a replacement for ndarray, nalgebra, or candle on hot paths.

Scope

Numeric core (f64): construction, shape operations, arithmetic, broadcasting, slicing, reductions, matrix multiplication, JSON/CSV boundary APIs, and serde integration — all complete.

The dynamic feature (features = ["dynamic"]) supports heterogeneous ingestion and missing-value cleanup before conversion to numeric tensors via [Tensor::try_numeric]. Dynamic reshape/slicing/arithmetic are intentionally guarded until a future CoW-view milestone.

Quick start

use matten::Tensor;

let a = Tensor::new(vec![1.0, 2.0, 3.0, 4.0], &[2, 2]);
assert_eq!(a.shape(), &[2, 2]);
assert_eq!(a.ndim(), 2);
println!("{a:?}");

Boundary-style construction returns a Result instead of panicking:

use matten::{MattenError, Tensor};

let bad = Tensor::try_new(vec![1.0, 2.0, 3.0], &[2, 2]);
assert!(matches!(bad, Err(MattenError::Shape { .. })));

Panic zone vs Result zone

matten splits its API into two error zones:

• Panic zone — local, developer-authored convenience APIs (such as Tensor::new) panic with an actionable message for fast PoC feedback.
• Result zone — every external boundary (parsing, file I/O, user-driven construction such as Tensor::try_new) returns MattenError and never panics on ordinary invalid input.

Errors are matched by variant (matches!), never by ==: MattenError embeds std::io::Error and so derives only Debug.

Cargo features

The default profile is convenient for PoC users:

• serde (default) — Serialize / Deserialize for Tensor.
• json (default, implies serde) — from_json / load_json.
• csv (default) — from_csv / load_csv.
• dynamic — the heterogeneous Element engine / dynamic on-ramp (off by default).

For the smallest dependency footprint, disable defaults and opt in:

matten = { version = "0.22", default-features = false }

Structs

MattenLimits

Resource safety limits for shape calculations and allocations (RFC-018).

SliceBuilder

Builder for tensor slicing (RFC-008 §10). This is the canonical API.

Tensor

A dense, row-major, owned multidimensional array of f64.

Enums

DataFormat

The external data format associated with a MattenError::Parse.

MattenError

The single public error type for matten.