3.1.0

What's Changed

• Recipe/running on aws by @dunnkers in #86
• Install Node.js in the Devcontainer by @dunnkers in #87
• Updated schematic according to paper by @dunnkers in #88
• Add Developer instructions by @dunnkers in #89
• Add big feature selector benchmark by @dunnkers in #90
• Add statement of need to docs by @dunnkers in #92

Full Changelog: v3.0.4...3.1.0

3.0.4

What's Changed

• Fix license badge by @dunnkers in #80
• Improve installation instructions by @dunnkers in #81
• Add some docs explaining how to "analyze FS algorithm stability" by @dunnkers in #83
• Small-fix-in-algorithm-stability-plus-upgrade-docusaurus by @dunnkers in #84

Full Changelog: v3.0.3...v3.0.4

3.0.3

• Upgrade to hydra 1.2
• Improve docs quickstart

3.0.2

• Bump some deps. prismjs and follow-redirects.

3.0.1

Fix issues:

• 🐛 Fix to_sql callback compatibility with n_jobs > 1 (#64)

3.0.0

New release! 🚀

Many parts of the API changed for the sake of better documentation. Most importantly:

• Usage is now not primarily through a CLI, but by defining your own Hydra app. This lets the user easier understand what's going on.
• Classifiers/Regressors are now defined in separate configs. This makes the entire config easier to read/reason about.
• Docstrings for every configuration needed.
• Documentation website with Docusaurus.
• Much higher test coverage. Badges for test coverage and supported Python versions.

Checkout the new documentation website!

2.1.2

• Update Vega config fields
• Fail pipeline when a feature importance is less than zero

2.1.1

• Better default: resample=shuffle
• Better default: n_bootstraps=1
• Remove unused dependency, 'tqdm'

2.1.0

Many fixes and new features.

• 🏷 More built-ins: add 5 OpenML datasets and add Infinite Selection (b52e0da and 008f9ed)
• 💪🏻 Add multiprocessing support (53987d0, cacc902)
• 🌺 Feature support and feature rankings are now also scored (9ee15a5)
• 📊 Upload raw feature ranker matrices, so they can be processed on the frontend (146bc47)
• 🔨 Fix caching. Now behaves like expected. (07e631d, 86f4ca3)
• ⚙️ Upgrade to Hydra 1.1.0 (8e0d976)
• 📊 Feature support vectors are now validated in a separate step. Outputs another validation score. (dea00ab)
• 📊 Add charts as part of pipeline. This allows users to get interpretable results without any configuring on their part. (f050a87)

2.0.5

• Loosen up package deps
• Upload a summary table
• Allow disabling metric logging