Howso-engine

What's Changed
* 17446: Update to OSS license - AGPLv3, MAJOR by calebwherry in https://github.com/howsoai/howso-engine/pull/6
* 17446: Amalgam version bump by apbassett in https://github.com/howsoai/howso-engine/pull/7

New Contributors
* apbassett made their first contribution in https://github.com/howsoai/howso-engine/pull/7

**Full Changelog**: https://github.com/howsoai/howso-engine/compare/67.3.1...68.0.0

What's Changed
* 17438: fix unit test by howsoRes in https://github.com/howsoai/howso-engine/pull/3
* 17346 Finalize README by cademack in https://github.com/howsoai/howso-engine/pull/2
* 17440: fix bad parameter to mutate method by howsoRes in https://github.com/howsoai/howso-engine/pull/4
* 17444 Update Readme to use howso image with background by cademack in https://github.com/howsoai/howso-engine/pull/5

New Contributors
* howsoRes made their first contribution in https://github.com/howsoai/howso-engine/pull/3
* cademack made their first contribution in https://github.com/howsoai/howso-engine/pull/2

**Full Changelog**: https://github.com/howsoai/howso-engine/compare/67.3.0...67.3.1

What's Changed
* Update execute bit on script by calebwherry in https://github.com/howsoai/howso-engine/pull/1

New Contributors
* calebwherry made their first contribution in https://github.com/howsoai/howso-engine/pull/1

**Full Changelog**: https://github.com/howsoai/howso-engine/commits/67.3.0

What's Changed
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/231
* 22607: Updates time-series notebookes to use new `react_series` API by cademack in https://github.com/howsoai/howso-engine-recipes/pull/226
* 22711: Updates boundary value test threshold by cademack in https://github.com/howsoai/howso-engine-recipes/pull/232
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/233
* Automated requirements generation by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/235
* 22754: Updates the timeseries engine recipe to include a stationary feature prediction by cademack in https://github.com/howsoai/howso-engine-recipes/pull/234
* 22875: Updates boundary_values test by cademack in https://github.com/howsoai/howso-engine-recipes/pull/236
* 22917: Renames feature importances by jackx111 in https://github.com/howsoai/howso-engine-recipes/pull/237
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/238
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/240
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/241
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/242
* 23203: FIxes bias mitigation recipe and test, validates decrease in bias by howsoRes in https://github.com/howsoai/howso-engine-recipes/pull/243
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/248

New Contributors
* howsoRes made their first contribution in https://github.com/howsoai/howso-engine-recipes/pull/243

**Full Changelog**: https://github.com/howsoai/howso-engine-recipes/compare/3.1.5...3.1.6

What's Changed
* 21488: Moves alpha ifa recipe and renames integration directory to integrations by jackx111 in https://github.com/howsoai/howso-engine-recipes/pull/177
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/178
* 20700: Updated recipes to display feature_attributes.to_dataframe() by hankomatic in https://github.com/howsoai/howso-engine-recipes/pull/179
* 21529: Updated alpha_infer_attributes_tutorial to fix input bugs by lancegliser in https://github.com/howsoai/howso-engine-recipes/pull/180
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/181
* 21676: Restores the JSON feature recipe by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/184
* 21676: Re-adds JSON feature recipe test by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/185
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/186
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/189
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/192
* 21873: Adds ablation recipe and test by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/191
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/194
* 21926: Adds context features to a targeted analyze call to avoid a newly added error by cademack in https://github.com/howsoai/howso-engine-recipes/pull/195
* 21664: Updates bias mitigation recipe to use probability density rather than absolute numbers by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/196
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/197
* 21853: Updates recipes for new hyperparam configuration by jackx111 in https://github.com/howsoai/howso-engine-recipes/pull/193
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/199
* Automated requirements regeneration by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/201
* 22042: Fixes scheduled recipe rerun workflow by apbassett in https://github.com/howsoai/howso-engine-recipes/pull/202
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/200
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/203
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/205
* 22071: Updates for react_aggregate API change by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/206
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/207
* 22251: Adds section demonstrating boundary values (and test) by cademack in https://github.com/howsoai/howso-engine-recipes/pull/209
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/210
* 22312: Lightens the test thresholds for boundary values by cademack in https://github.com/howsoai/howso-engine-recipes/pull/211
* 00000: Update requirements.in by jackx111 in https://github.com/howsoai/howso-engine-recipes/pull/212
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/213
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/214
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/215
* 22402: Updates test thresholds for boundary values by cademack in https://github.com/howsoai/howso-engine-recipes/pull/218
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/220
* 22462: Updates test thresholds for boundary values by cademack in https://github.com/howsoai/howso-engine-recipes/pull/221
* Automated requirements generation by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/222
* 22614: Updates ablation demo recipe to demo new parameters, improve test consistency by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/225
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/224
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/227
* 00000: Updates pinned requirements by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/228
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/230


**Full Changelog**: https://github.com/howsoai/howso-engine-recipes/compare/3.1.2...3.1.5

What's Changed
* 21488: Moves alpha ifa recipe and renames integration directory to integrations by jackx111 in https://github.com/howsoai/howso-engine-recipes/pull/177
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/178
* 20700: Updated recipes to display feature_attributes.to_dataframe() by hankomatic in https://github.com/howsoai/howso-engine-recipes/pull/179
* 21529: Updated alpha_infer_attributes_tutorial to fix input bugs by lancegliser in https://github.com/howsoai/howso-engine-recipes/pull/180
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/181
* 21676: Restores the JSON feature recipe by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/184
* 21676: Re-adds JSON feature recipe test by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/185
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/186
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/189
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/192
* 21873: Adds ablation recipe and test by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/191
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/194
* 21926: Adds context features to a targeted analyze call to avoid a newly added error by cademack in https://github.com/howsoai/howso-engine-recipes/pull/195
* 21664: Updates bias mitigation recipe to use probability density rather than absolute numbers by jdbeel in https://github.com/howsoai/howso-engine-recipes/pull/196
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/197
* 21853: Updates recipes for new hyperparam configuration by jackx111 in https://github.com/howsoai/howso-engine-recipes/pull/193
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/199
* Automated requirements regeneration by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/201
* 22042: Fixes scheduled recipe rerun workflow by apbassett in https://github.com/howsoai/howso-engine-recipes/pull/202
* Automated update to .devcontainer by dmglennie-diveplane in https://github.com/howsoai/howso-engine-recipes/pull/200
* Automated recipe re-run by github-actions in https://github.com/howsoai/howso-engine-recipes/pull/203


**Full Changelog**: https://github.com/howsoai/howso-engine-recipes/compare/3.1.2...3.1.4