v0.5.0

What's Changed

New Features

• FEAT add max-candidates in make_narx by @MatthewSZhang in #181
• FEAT add beam search by @MatthewSZhang in #187
• FEAT add session_sizes to split time-series sessions by @MatthewSZhang in #203
• MNT add py39 support by @MatthewSZhang in #196

Bug fix

• FIX ndim of y_hat in predict should match y in fit for NARX by @MatthewSZhang in #170
• FIX plantuml local build by @MatthewSZhang in #180
• FIX beam_width upper bound by @MatthewSZhang in #193
• FIX minibatch ssc score not match gtruth by @MatthewSZhang in #200
• FIX wheel including wrong files using pixi build-wheel by @MatthewSZhang in #205
• FIX refine stop criteria by @MatthewSZhang in #184

Others

• DOC add interactive example via Jupyterlite by @MatthewSZhang in #173
• DOC add pyodide-http to enable fetch_openml in jupyterlite by @MatthewSZhang in #177
• DOC remove top bar of juypterlite in try examples by @MatthewSZhang in #178
• DOC update readme about wasm wheels by @MatthewSZhang in #186
• ASV add benchmark for beam search by @MatthewSZhang in #194
• ENH speed up beam search by @MatthewSZhang in #198
• Spelling by @jsoref in #201
• DOC add vector field in MSA example by @MatthewSZhang in #206
• CI update lock for scikit-learn 1.8.0 by @MatthewSZhang in #208
• MNT remove greedy in description by @MatthewSZhang in #209

New Contributors

• @jsoref made their first contribution in #201

Full Changelog: v0.4.1...v0.5.0

v0.4.1

New Features

• FEAT add auto-regressive model in NARX by @MatthewSZhang in #121
• MNT print narx to markdown table by @MatthewSZhang in #133

Enhancement

• MNT add asv benchmarks by @MatthewSZhang in #137
• MNT speedup narx grad by @MatthewSZhang in #157

Documents

• DOC update data pruning citation by @MatthewSZhang in #155
• DOC add wasm nightly wheels url in readme by @MatthewSZhang in #114
• DOC update the repo description by @MatthewSZhang in #116
• DOC add plantuml C4 diagram by @MatthewSZhang in #124
• DOC change order of logos by @TingnaW in #127
• DOC add AR model example by @MatthewSZhang in #129
• DOC smooth speed plot by @MatthewSZhang in #131
• DOC add asv badge in readme by @MatthewSZhang in #145
• DOC add new reference for unsupervised feature selection tutorial by @MatthewSZhang in #146

Others

• CI update pixi setup by @MatthewSZhang in #112
• TST add test to check max_delay nan can split two time series by @MatthewSZhang in #110
• MNT main branch exists by @MatthewSZhang in #139
• MNT add condition for asv benchmarks by @MatthewSZhang in #141
• MNT correct publish_dir for html files of asv benchmarks by @MatthewSZhang in #143
• MNT refactor narx module by @MatthewSZhang in #125
• MNT add asv preview by @MatthewSZhang in #149
• MNT disable the gh page deployment in fork by @MatthewSZhang in #151
• MNT skip asv deploy in pr and fork by @MatthewSZhang in #153
• MNT add rng seed for profile-narx by @MatthewSZhang in #159
• FIX ensure y_init is C-contiguous by @MatthewSZhang in #164
• MNT add cp314 in cibw and update lock by @MatthewSZhang in #165
• MNT update lock by @MatthewSZhang in #118

New Contributors

• @TingnaW made their first contribution in #127

Full Changelog: v0.4.0...v0.4.1

v0.4.1-alpha.3

Pre-release

v0.4.1-alpha.2

New Features

• FEAT add auto-regressive model in NARX by @MatthewSZhang in #121
• MNT print narx to markdown table by @MatthewSZhang in #133

Enhancement

• MNT add asv benchmarks by @MatthewSZhang in #137
• MNT speedup narx grad by @MatthewSZhang in #157

Documents

• DOC update data pruning citation by @MatthewSZhang in #155
• DOC add wasm nightly wheels url in readme by @MatthewSZhang in #114
• DOC update the repo description by @MatthewSZhang in #116
• DOC add plantuml C4 diagram by @MatthewSZhang in #124
• DOC change order of logos by @TingnaW in #127
• DOC add AR model example by @MatthewSZhang in #129
• DOC smooth speed plot by @MatthewSZhang in #131
• DOC add asv badge in readme by @MatthewSZhang in #145
• DOC add new reference for unsupervised feature selection tutorial by @MatthewSZhang in #146

Others

• CI update pixi setup by @MatthewSZhang in #112
• TST add test to check max_delay nan can split two time series by @MatthewSZhang in #110
• MNT main branch exists by @MatthewSZhang in #139
• MNT add condition for asv benchmarks by @MatthewSZhang in #141
• MNT correct publish_dir for html files of asv benchmarks by @MatthewSZhang in #143
• MNT refactor narx module by @MatthewSZhang in #125
• MNT add asv preview by @MatthewSZhang in #149
• MNT disable the gh page deployment in fork by @MatthewSZhang in #151
• MNT skip asv deploy in pr and fork by @MatthewSZhang in #153
• MNT add rng seed for profile-narx by @MatthewSZhang in #159
• FIX ensure y_init is C-contiguous by @MatthewSZhang in #164
• MNT add cp314 in cibw and update lock by @MatthewSZhang in #165
• MNT update lock by @MatthewSZhang in #118

New Contributors

• @TingnaW made their first contribution in #127

Full Changelog: v0.4.0...v0.4.1

v0.4.1-alpha

New Features

• FEAT add auto-regressive model in NARX by @MatthewSZhang in #121
• MNT print narx to markdown table by @MatthewSZhang in #133

Enhancement

• MNT add asv benchmarks by @MatthewSZhang in #137
• MNT speedup narx grad by @MatthewSZhang in #157

Documents

• DOC update data pruning citation by @MatthewSZhang in #155
• DOC add wasm nightly wheels url in readme by @MatthewSZhang in #114
• DOC update the repo description by @MatthewSZhang in #116
• DOC add plantuml C4 diagram by @MatthewSZhang in #124
• DOC change order of logos by @TingnaW in #127
• DOC add AR model example by @MatthewSZhang in #129
• DOC smooth speed plot by @MatthewSZhang in #131
• DOC add asv badge in readme by @MatthewSZhang in #145
• DOC add new reference for unsupervised feature selection tutorial by @MatthewSZhang in #146

Others

• CI update pixi setup by @MatthewSZhang in #112
• TST add test to check max_delay nan can split two time series by @MatthewSZhang in #110
• MNT main branch exists by @MatthewSZhang in #139
• MNT add condition for asv benchmarks by @MatthewSZhang in #141
• MNT correct publish_dir for html files of asv benchmarks by @MatthewSZhang in #143
• MNT refactor narx module by @MatthewSZhang in #125
• MNT add asv preview by @MatthewSZhang in #149
• MNT disable the gh page deployment in fork by @MatthewSZhang in #151
• MNT skip asv deploy in pr and fork by @MatthewSZhang in #153
• MNT add rng seed for profile-narx by @MatthewSZhang in #159
• FIX ensure y_init is C-contiguous by @MatthewSZhang in #164
• MNT add cp314 in cibw and update lock by @MatthewSZhang in #165
• MNT update lock by @MatthewSZhang in #118

New Contributors

• @TingnaW made their first contribution in #127

Full Changelog: v0.4.0...v0.4.1

v0.4.0

New Features

• FEAT add tol to minibatch by @MatthewSZhang in #43
• FEAT make NARX accept multi-output by @MatthewSZhang in #54
• FEAT add jac for narx by @MatthewSZhang in #66
• FEAT add time-narx to evaluate opt speed of narx fit by @MatthewSZhang in #70
• FEAT add param fit_intercept for NARX by @MatthewSZhang in #78
• FEAT add mask_missing_values in utils by @MatthewSZhang in #81
• FEAT add wasm wheel in cibw by @MatthewSZhang in #95
• FEAT Add arm64 for linux by @MatthewSZhang in #106
• ENH speed up grad computation via Cython by @MatthewSZhang in #71

Bug Fixes

• MNT padding nan in time shift by @MatthewSZhang in #102
• MNT output proper constant when some outputs only have intercepts by @MatthewSZhang in #73
• MNT add error that some rows of feat_ids only have -1 by @MatthewSZhang in #75

Important Maintenance

• MNT update scikit-learn to 1.7.0 by @MatthewSZhang in #104

v0.4.0-pre.1

CI gives github action permission to update a release (#97)

v0.4.0-pre

FEAT add wasm wheel in cibw (#95)

* FEAT add wasm wheel in cibw

v0.3.2

What's Changed

• MNT fix minibatch X_transformed_ changes per loop by @MatthewSZhang in #39
• DOC minibatch data pruning docs by @MatthewSZhang in #40

Full Changelog: v0.3.1...v0.3.2

v0.3.1

What's Changed

• MNT remove manually install deps after pixi updated by @MatthewSZhang in #34
• MNT fix same y_init used for different sessions by @MatthewSZhang in #37
• DOC add example for multi-step-ahead NARX by @MatthewSZhang in #36

Full Changelog: v0.3.0...v0.3.1