[package]
edition = "2021"
rust-version = "1.75"
name = "incremental-rs"
version = "0.1.2"
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Out-of-Core and Incremental Model Fitting for Rust"
homepage = "https://github.com/mi7plus/incremental-rs"
documentation = "https://docs.rs/incremental-rs"
readme = "README.md"
keywords = [
"incremental-learning",
"out-of-core",
"machine-learning",
"online-learning",
"streaming",
]
categories = [
"science",
"algorithms",
]
license = "MIT"
repository = "https://github.com/mi7plus/incremental-rs"
[features]
default = []
polars-streaming = ["dep:polars"]
[lib]
name = "incremental_rs"
path = "src/lib.rs"
[[example]]
name = "batch_vs_incremental_comparison"
path = "examples/batch_vs_incremental_comparison.rs"
[[example]]
name = "minibatch_kmeans_vs_batch"
path = "examples/minibatch_kmeans_vs_batch.rs"
[[example]]
name = "streaming_linear_regression"
path = "examples/streaming_linear_regression.rs"
required-features = ["polars-streaming"]
[[test]]
name = "edge_cases"
path = "tests/edge_cases.rs"
[[test]]
name = "integration_tests"
path = "tests/integration_tests.rs"
[dependencies.ndarray]
version = "0.15"
[dependencies.polars]
version = "0.38"
features = [
"lazy",
"parquet",
]
optional = true
[dependencies.rand]
version = "0.8"
[dependencies.thiserror]
version = "1.0"