v0.4.0

What's Changed

• Update arrays.rs by @rick68 in #253
• chore: fix clippy warnings from Rust release 1.69 by @morenol in #263
• Remove some allocations by @rubdos in #262
• Update itertools requirement from 0.10.5 to 0.11.0 by @dependabot in #266
• chore: update clippy lints by @morenol in #272
• Update itertools requirement from 0.11.0 to 0.12.0 by @dependabot in #271
• In Naive Bayes, avoid using Option::unwrap and so avoid panicking from NaN values by @corebreaker in #274
• Implement the feature importance for Decision Tree Classifier by @tushushu in #275
• chore: fix clippy by @morenol in #276
• Patch to version 0.4.0 by @Mec-iS in #257
• chore: fix clippy by @morenol in #283
• Update itertools requirement from 0.12.0 to 0.13.0 by @dependabot in #280

New Contributors

• @rick68 made their first contribution in #253
• @rubdos made their first contribution in #262
• @corebreaker made their first contribution in #274
• @tushushu made their first contribution in #275

Full Changelog: v0.3.1...v0.4.0

v0.3.1

• Implement realnum::rand, now works with every target
• Add missing arrays length checks in fitting methods

v0.3.0

[0.3.0] - 2022-11-09

Added

• WARNING: Breaking changes!
• Complete refactoring with extensive API changes that includes:
  • moving to a new traits system, less structs more traits
  • adapting all the modules to the new traits system
  • moving to Rust 2021, use of object-safe traits and as_ref
  • reorganization of the code base, eliminate duplicates
• implements readers (needs "serde" feature) for read/write CSV file, extendible to other formats
• default feature is now Wasm-/Wasi-first

Changed

• WARNING: Breaking changes!
• Seeds to multiple algorithims that depend on random number generation
• Added a new parameter to train_test_split to define the seed
• changed use of "serde" feature

Dropped

• WARNING: Breaking changes!
• Drop nalgebra-bindings feature, only ndarray as supported library