dashAI Files

What's Changed

• Add FCFM as leading institution by @Creylay in https://github.com/DashAISoftware/dashAI/pull/754
• Preserve generative session folder state when navigating by @Creylay in https://github.com/DashAISoftware/dashAI/pull/746
• Reduce description length for SVC multilingual support by @Creylay in https://github.com/DashAISoftware/dashAI/pull/747
• Add auto-clear for selected run ID after highlighting run card by @Creylay in https://github.com/DashAISoftware/dashAI/pull/748
• Fix notebook save empty dataset by @Creylay in https://github.com/DashAISoftware/dashAI/pull/749
• Align action buttons in footer with stepper navigation by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/751
• Add en-roa and roa-en Opus-MT translation models by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/752
• Fix EDA metadata toggle cut off in Save as Dataset modal by @Creylay in https://github.com/DashAISoftware/dashAI/pull/753
• feat: add Matthews correlation coefficient classification metric by @CristobalSantana in https://github.com/DashAISoftware/dashAI/pull/758
• feat: add BART (Bayesian Additive Regression Trees) regression model by @CristobalSantana in https://github.com/DashAISoftware/dashAI/pull/757
• Migration to uv, added instructions and fixed workflows by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/756
• Feat/benchmarkv2 by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/760
• Enhance SimpleImputer and SklearnWrapper by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/761
• Predict save the cols of the full dataset by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/762
• Add multilingual role/acknowledgments to institutions.json (en, es, pt, de, zh) by @Creylay in https://github.com/DashAISoftware/dashAI/pull/763
• Add model download management, job progress tracking, and generative model switching by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/764
• Introduce typed artifact system for explainer and explorer outputs by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/766
• Rename benchmark page and fix base class references by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/771
• Minor fix to plugin description: its a component packaged as a plugin by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/772
• Enhance WEKA extension documentation and update comparison references by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/773
• Add 10 new explainers and model specific explainability mixins by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/768
• Add model specific explainer compatibility and inherited compatibility resolution by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/767
• Session visualization redesign by @Creylay in https://github.com/DashAISoftware/dashAI/pull/778
• Add ColumnArithmetic, ColumnConcat and TypeCast converters by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/770
• Fix model input handling in explainers by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/779
• Fix target column typing in TF-IDF model output preparation by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/780
• Fix task selection cards cutting off text with dynamic equal-height sizing by @Creylay in https://github.com/DashAISoftware/dashAI/pull/781
• Fix run tabs spacing and label alignment by @Creylay in https://github.com/DashAISoftware/dashAI/pull/782
• Fix/remove libomp by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/785
• Develop by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/797
• Fix for the failing workflows due to: Intel old pytorch library and llama-cpp bundle corruption by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/798
• Develop by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/799
• fix: remove 'id' filtering from column order in dataset tables by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/775
• feat: enhance search functionality to support substring matching and smote exclude target column by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/776
• Fix/hub import dataloader fetch by @Creylay in https://github.com/DashAISoftware/dashAI/pull/783
• docs: make CONTRIBUTING match the actual project setup by @Maarmapa in https://github.com/DashAISoftware/dashAI/pull/805
• Added missing license file by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/807
• Update dependencies for datasets, numba, and llvmlite compatibility by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/808
• Remove RowExplorer component and handle missing results in notebook by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/787
• Store explorer artifacts at creation by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/789
• fix(optimizers): apply Optuna best params to the parameter's real owner by @Maarmapa in https://github.com/DashAISoftware/dashAI/pull/810
• Translate dataset processing title across all locales by @Creylay in https://github.com/DashAISoftware/dashAI/pull/794
• Keep job queue widget anchored to viewport edges across browser zoom by @Creylay in https://github.com/DashAISoftware/dashAI/pull/788
• Feat bulk delete datasets by @Creylay in https://github.com/DashAISoftware/dashAI/pull/786
• Add prepared prediction methods and refactor sklearn model integration by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/812
• Fix notebook name counter standardization by @Creylay in https://github.com/DashAISoftware/dashAI/pull/814
• Document requirements and add AVX2 warning for AppImage by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/811
• dashAI post2 by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/815
• refactor: remove unused metric helpers from base_metric by @DiegoFernandoLojanTenesaca in https://github.com/DashAISoftware/dashAI/pull/816
• fix: add missing timeouts to the PyPI requests in plugins utils by @DiegoFernandoLojanTenesaca in https://github.com/DashAISoftware/dashAI/pull/817
• Add credential system for external platform authentication by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/710
• Add unit tests for atomic units and improve scratch directory handling by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/791
• Separate converter 5 units. by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/792
• Fix models session redundant requests by @Creylay in https://github.com/DashAISoftware/dashAI/pull/784
• Feat/explainer story i18n by @Creylay in https://github.com/DashAISoftware/dashAI/pull/803
• Feat/cross validation and statistical tests by @andyreus17 in https://github.com/DashAISoftware/dashAI/pull/801
• Restore getModelSessionById usage broken by CV branch merge by @Creylay in https://github.com/DashAISoftware/dashAI/pull/832
• Fix float conversion to handle blank and non string values by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/831
• Feat/rag by @sofiachavezb in https://github.com/DashAISoftware/dashAI/pull/824
• Feat upload dataset from predictions by @Creylay in https://github.com/DashAISoftware/dashAI/pull/819
• Standardize Explorer plots with shared artifact viewer and persistent overrides by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/820
• Feat bulk delete notebooks and sessions by @Creylay in https://github.com/DashAISoftware/dashAI/pull/822
• Add credential and download gating to tool cards in notebook by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/825
• Fix sidebar state persistence by @Creylay in https://github.com/DashAISoftware/dashAI/pull/826
• Implement cleanup of run files upon model session and run deletion by @Creylay in https://github.com/DashAISoftware/dashAI/pull/829
• Fix plugin installation across development and frozen environments by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/830
• feat job cancellation by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/759
• Align splitter payloads with schemas and fix split validation by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/833
• Add explainability support for cross-validation by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/834
• Adjust correctly the level of metrics calculated during cross-validation by @andyreus17 in https://github.com/DashAISoftware/dashAI/pull/840
• Enhance image type handling and add embedding converter by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/837
• Add SAM 3 segmentation converter by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/838
• fix(optimizers): make pruning actually prune by @Maarmapa in https://github.com/DashAISoftware/dashAI/pull/828
• Fix/pre commit on fork prs by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/844
• Remove duplicate "most_frequent" option in SimpleImputer strategy dropdown by @Creylay in https://github.com/DashAISoftware/dashAI/pull/845
• Enable Date type by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/846
• Add time series converter for regression forecasting by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/847
• Add time series plot explorer for numeric and date columns by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/849
• Add ForecastingTask and temporal splitters for time series by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/851
• Add forecasting models and metrics by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/852
• Fix forecasting splitters, evaluation strategies, and row handling by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/853
• Keep the right panel content mounted while it is collapsed by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/850
• Fix notebook plotly remount crash by @Creylay in https://github.com/DashAISoftware/dashAI/pull/854
• Fix regression prediction crashes by @Creylay in https://github.com/DashAISoftware/dashAI/pull/855
• Fix column requirements banner flicker by @Creylay in https://github.com/DashAISoftware/dashAI/pull/856
• RAG UI refactor by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/857
• Enable predictions on dataset partitions and remove refitting on validation for forecasting by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/858
• Enhance task column cardinality with type groups by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/859
• feat: add class overlap explorer with F1, N1 and N2 complexity measures by @CristobalSantana in https://github.com/DashAISoftware/dashAI/pull/864
• Declarative schema rules, and the search space as a declared type by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/867
• Add ClassOverlapExplorer to metadata contract blacklist by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/870
• Add date explorers and converters for forecasting preparation by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/865
• Fix fold split toggles and live train toggle visibility by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/866
• Introduce Reports for run evaluation by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/868
• Drop Python 3.10 support by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/871
• Migrate Kaggle authentication to API token and add dataset source by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/869
• Rag: Refactor frontend and indexing when doc is uploaded by @Felipedino in https://github.com/DashAISoftware/dashAI/pull/872
• fix(models): MLPRegression reads its hyperparameters from self.params, so HPO never reaches training by @Maarmapa in https://github.com/DashAISoftware/dashAI/pull/873
• fix(metrics): share one guarded scoring loop between calculate_metrics and compute_metrics by @Maarmapa in https://github.com/DashAISoftware/dashAI/pull/874
• Update RAG PDF extractors for MIT license compatibility by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/884
• Update component download and delete labels by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/885
• Add split preview visualization to model session configuration by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/877
• Fix HPO plot handling for categorical hyperparameters by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/886
• Add localized home page link labels by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/887
• Improve model comparison table color styling by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/888
• Fix precision recall curves for binary classification by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/889
• Explicitly define supported dtypes for simple imputer converter by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/890
• Fix launcher startup race with embedded Huey consumer by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/891
• Fix AppImage python executable path for subprocesses by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/893
• Fix breadcrumbs i18n by @Creylay in https://github.com/DashAISoftware/dashAI/pull/892
• Fix document preview URL handling in packaged builds by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/894
• Remove forecasting components from initial component registry by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/895
• Fix job cancellation handling across backend and frontend by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/897
• Give the categorical search tests enough trials to always see the best pair by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/898
• Rename a migration to an ASCII filename so the macOS DMG stays signed by @Creylay in https://github.com/DashAISoftware/dashAI/pull/901
• Disable model editing while running by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/900
• Fix and update app tours for the current UI by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/899
• Fix job cancellation in AppImage build by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/902
• Fix missing values in personality dataset sample by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/903
• Remove BARTRegression from initial components by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/904
• Update minimum python version to 3.11 by @Irozuku in https://github.com/DashAISoftware/dashAI/pull/905
• Release 0.10.0 by @cristian-tamblay in https://github.com/DashAISoftware/dashAI/pull/906

New Contributors

• @CristobalSantana made their first contribution in https://github.com/DashAISoftware/dashAI/pull/758
• @Maarmapa made their first contribution in https://github.com/DashAISoftware/dashAI/pull/805
• @DiegoFernandoLojanTenesaca made their first contribution in https://github.com/DashAISoftware/dashAI/pull/816
• @andyreus17 made their first contribution in https://github.com/DashAISoftware/dashAI/pull/801
• @sofiachavezb made their first contribution in https://github.com/DashAISoftware/dashAI/pull/824

Full Changelog: https://github.com/DashAISoftware/dashAI/compare/v0.9.6...v0.10.0