v0.9.0

What's Changed

• Pre-Release 0.1.5 by @cristian-tamblay in #259
• Fix/torch cuda by @Felipedino in #260
• Revert requirements changes from 6eff065, keeping Distilbert updates by @cristian-tamblay in #262
• Change installation instructions and enchance explorer plots by @Felipedino in #261
• Project/pipelines by @CarlaHayler in #267
• Project/generative plugin by @Irozuku in #255
• Improvement dataloaders and added plugins in the documentation by @Felipedino in #263
• fix: refactor import statements in ConfigureExplorersStep and NodeSid… by @Irozuku in #270
• feat/pipelines by @CarlaHayler in #268
• DashAI 0.2.0 by @cristian-tamblay in #272
• Optimize dataset info retrieval by @Irozuku in #273
• Fix/nodes file by @cristian-tamblay in #276
• Project/generative plugin llm fix by @cristian-tamblay in #277
• Removed llama-cpp from base installation, added pip install dashai[fu… by @cristian-tamblay in https://github.com//pull/278
• Fix bug when changing from string to null in forms by @Irozuku in #281
• fix: update device handling in OpusMtEnESTransformer by @Irozuku in #284
• fix: add Hugging Face API key to StableDiffusionV3 parameters and remove deprecated model option by @Irozuku in #283
• Replace explorations with notebook-centric API and redesign dataset module by @Irozuku in #271
• Remove target column selector for unsupervised converters by @Irozuku in #285
• fix: refactor get_dataset_file to obtain total rows from metadata by @Irozuku in #287
• feat: delete converters and explorers by @Irozuku in #286
• fix: refactor DashAIDataset creation for imbalanced converter by @Irozuku in #290
• Feat/ux dataset by @Irozuku in #288
• fix: adjust height and overflow properties in DatasetPreviewNotebook by @Irozuku in #293
• Reduce memory usage and load time by skipping costly fingerprint generation by @Irozuku in #296
• Add types to dataset table by @Felipedino in #292
• fix: increase height of dataset preview box for better visibility by @Irozuku in #298
• Fix label encoder and add default value to simpleimputer by @Felipedino in #297
• Refactor dataset creation flow by @Creylay in #295
• Remove unnecessary steps in explorer/converter modals by @Irozuku in #300
• Default names in forms by @Creylay in #306
• Fix dataset name duplication crash and improve validation error handling by @Creylay in #307
• Add nan remover converter by @Irozuku in #304
• Feat/dataset experiment chaining by @Irozuku in #301
• Unify notebook dataset creation under DatasetJob workflow by @Irozuku in #305
• Display dataset name instead of ID in experiments table by @Creylay in #308
• Add action icons for Predictions and Explainability in Experiments module by @Irozuku in #309
• Fix LLVMPY issue by @Riul1999 in #312
• Fix trained model view when using it for predictions by @Irozuku in #319
• Refactor NewSessionButton into generic NewItemButton and standardize button styling across dataset visualization by @Irozuku in #316
• Add dataset split and percentage selection for local explanations, update KernelShap sampling to use fractions by @Irozuku in #313
• Add NaN detection and user warnings for experiment creation by @Irozuku in #310
• Improve UI with Standardized Explorer/Converter Display Names by @Irozuku in #315
• Refactor prediction dataset filtering to allow datasets without target column by @Irozuku in #320
• Feat/update mui resize by @Creylay in #317
• Feat/huey job queue by @cristian-tamblay in #269
• Implement polling for message status updates in Generative module by @Irozuku in #318
• fix: remove default column selection in ColumnSelector by @Creylay in #323
• Fix prediction target encoded by @Irozuku in #322
• Refactor ColumnSelector to improve UI feedback for Explorers by @Irozuku in #325
• Add cache-control headers to front_api by @cristian-tamblay in #324
• Enhance explorer and converter filtering to include short description by @Irozuku in #326
• Update db migration configuration by @Creylay in #303
• Revert "Update db migration configuration" by @cristian-tamblay in #329
• Enhanced CI/CD on PR by @cristian-tamblay in #327
• Feat: prevent modal close by @Creylay in #330
• Refactor: replace valueFormatter with valueGetter for date formatting by @Creylay in #331
• Feat: differentiate notebook view by @Creylay in #332
• Replace dynamic imports with component registry lookup in converter job class by @Irozuku in #333
• Ensure proper initialization of superclass in TruncatedSVD by @Irozuku in #334
• Fix default values in RBFSamplerSchema by @Irozuku in #336
• Interactive Dataloader (back) by @Riul1999 in #321
• Metadata explorer converter by @Irozuku in #335
• Enhance experiment configuration UI with improved metric selection and clearer optimizer handling by @Irozuku in #337
• Set default placeholder for max_features in DecisionTreeClassifier schema by @Irozuku in #338
• Conditionally render delete button in ConverterBox and ExplorerBox component by @Irozuku in #339
• Update PermutationFeatureImportance to select samples using fraction by @Irozuku in #341
• Fix excel dataloader by @Irozuku in #343
• Ensure hover effect for NewItemButton background color by @Irozuku in #344
• Fix column replacement logic in converter job by @Irozuku in #345
• Refactor model job by @Irozuku in #347
• Add resizable functionality to ConfigureToolModal by @Irozuku in #340
• Fix converters by @Irozuku in #346
• Fix regression models by @Irozuku in #348
• Add max_features field with support for percentage and None type for DecisionTreeClassifier by @Irozuku in #349
• Update dependencies in RightBar to include explorersAndConverters by @Irozuku in #351
• Move run finished status update to the end of the job by @Irozuku in #352
• Enhance parameter type handling in OptunaOptimizer by @Irozuku in #354
• Add display name and color attributes to components by @Irozuku in #356
• Add Bag-of-Words converter by @Irozuku in #358
• Fix split experiment by @Irozuku in #357
• Add Tokenizer converter by @Irozuku in #359
• Add TF-IDF converter by @Irozuku in #360
• Fix bow model by @Irozuku in #363
• Fix/dataset table refresh by @Creylay in #361
• Improve dataset upload error by @Irozuku in #370
• Fix/dataset filter density buttons by @Creylay in #365
• Bug dataset info by @Creylay in #367
• Fix column select experiment/Refactor input and output columns by @Irozuku in #369
• Feat/tutorial by @Felipedino in #355
• Fix problem between hueyqueue and plugins by @Felipedino in #366
• Add clasification to converters by @Felipedino in #311
• Refactor display device name / Fix tokenize_data from OpusMtEnESTransformer by @Irozuku in #353
• Update UI text and enhance DataGrid styling in SelectModelStep by @Irozuku in #373
• Style tool section by @Irozuku in #374
• Added resize and toggle buttons for right and left notebook sidebars by @Felipedino in #364
• Add support for recursive components in DashAI Models by @Irozuku in #368
• Fix optimizer direction (minimum or maximum) by @Irozuku in #371
• Remove blank space from dataset and generative layout by @Irozuku in #375
• Fix optimizer parameter types by @Irozuku in #372
• Upgrade dataset analysis and visualization with extended metadata and interactive UI by @Irozuku in #377
• Remove invalid hook usage inside loops in FormSchemaRenderFields by @Irozuku in #378
• Refactor QualityAlerts component to use missing values instead of ratio by @Irozuku in #379
• Feat/executables by @cristian-tamblay in #380
• Fix some problems with tours and add button by @Felipedino in #381
• Support editable plotly results for explorers by @Irozuku in #384
• fix: update default dataset name to use in SaveDatasetModal by @Felipedino in #389
• fix: update dependency in SaveDatasetModal useMemo to include 'open' by @Irozuku in #390
• fix: update upload instructions to clarify file selection method by @Irozuku in #391
• Fix dataset name for experiment tutorial by @Felipedino in #392
• Fix parameter unpacking in FANOVA importance evaluation by @Irozuku in #386
• Add Run Update/Reset Functionality and per-run controls in UI by @Irozuku in #387
• Fix: sanitize correlation matrix to prevent JSON non-finite value error by @Creylay in #388
• Improve plotting logic to use metric name and optimization direction by @Irozuku in #393
• Align min_samples_split placeholder values with expected float range by @Irozuku in #394
• Remove num_labels_from_factory and unify label parameter passing by @Irozuku in #395
• Fix type detection to only allow "integer" when included in parameter options by @Irozuku in #396
• Fix explainer navigation by passing model and task context by @Irozuku in #397
• Merge/type system v2 by @cristian-tamblay in #328
• Fix/optimizer parameters restrictions by @Irozuku in #398
• Fix CI failure by pinning scikit-learn version by @Irozuku in #402
• Update DashAIDataset to accept InMemoryTable in constructor by @Irozuku in #403
• Refactor prediction workflow and implement manual input by @Irozuku in #401
• Integrate DashAI types into dataset metadata by @Irozuku in #405
• Fix converters errors by @Felipedino in #404
• fix: close radar chart shape by adding first value and label at the end by @Creylay in #406
• Add margin-bottom to layout in ScopeStepConverter component by @Creylay in #407
• feat: Display column types in dataset preparation step by @Creylay in #408
• Implement live metrics for model training by @Irozuku in #409
• Feat/metric metadata by @Irozuku in #410
• Add more metrics for classification, regression and translation tasks by @Irozuku in #412
• Redesign metrics logging and storage for granular and queryable training metrics by @Irozuku in #413
• Add Models view with prediction/explainers integrated by @Felipedino in #411
• Added metrics step and visualization to models by @Felipedino in #414
• Refactor: Unify DatasetVisualization into shared component by @Creylay in #418
• Feature/models tutorials by @Creylay in #417
• Refactor/experiments to models clean by @Creylay in #419
• feat light mode and utilize theme palette for consistent styling by @Felipedino in #420
• Fix: Update DatasetVisualization props for new session flow by @Creylay in #423
• fix smote converter by @Felipedino in #421
• Add i18n support to DashAI frontend (EN/ES) with runtime language switching by @Irozuku in #422
• Improve box plot line color in NumericTab by @Irozuku in #424
• Added check for pypi archived proyects by @cristian-tamblay in #429
• Import Trans component in PluginsDetails component by @Irozuku in #426
• Add multilingual support to component metadata and localized API responses by @Irozuku in #428
• Add i18n support for MUI DataGrid via theme localization by @Irozuku in #431
• Update dataset and notebook tour by @Creylay in #425
• Update tool configuration title in ConfigureToolModal by @Irozuku in #427
• Restrict transformers version to <5.0.0 in requirements.txt by @Irozuku in #433
• Replace hardcoded colors with theme palette and reuse task selection components by @Irozuku in #430
• Fix shap explainer by @Irozuku in #434
• Fix type inference scope for uploaded datasets by @Irozuku in #435
• Enable probability predictions by default for SVC by @Irozuku in #436
• Added installer based on pyinstaller executable by @cristian-tamblay in #438
• Update transformers version constraint and add missing dependencies for requirements-cpu.txt by @Irozuku in #439
• Include back images in executable builds by @Irozuku in #440
• Add additional data files for PyInstaller builds (LR and scaler) by @Irozuku in #441
• Refactor/datasets content by @Creylay in #437
• Remove unused code for converters directory path validation by @Irozuku in #444
• Update goToNextStep function in SelectTaskMenu by @Irozuku in #446
• Remove deprecated API v0 endpoints and related files by @Irozuku in #445
• Add missing parameters in OpusMtEnESTransformer's load method by @Irozuku in #447
• Pin transformers version to 4.50.0 in requirements files by @Irozuku in #448
• Refactor and improve manual input form UI and input components by @Irozuku in #450
• Remove temporary output directory for DistilBERT and OpusMT models by @Irozuku in #453
• Updates migration with alembic by @Creylay in #385
• Refactor/models content by @Creylay in #451
• Add Windows installer build to CI workflow by @Irozuku in #454
• feat live metrics and hyperparameter plots to models by @Felipedino in #432
• Feat rename columns by @Felipedino in #442
• Update metrics comparation plots by @Felipedino in #455
• Fix dataset undefined values and selection hover bug by @Irozuku in #456
• add FileMetadata extractor to tasks/utils by @alekseevpavel04 in #457
• Fix DataCloneError in ExplorerDetailsModal by removing unnecessary structuredClone by @Irozuku in #458
• Refactor explorer edition UI to use theme palette by @Irozuku in #459
• Use theme palette for ToolGrid colors by @Irozuku in #460
• Update search functionality to use display_name instead of name by @Irozuku in #461
• Reset right bar content on dataset and notebook selection by @Irozuku in #462
• Refactor/generative by @Creylay in #464
• Update hpo and explainers plots by @Felipedino in #468
• Update flag emoji for Spanish language by @Irozuku in #473
• Fix live metrics change view and splits plots by @Felipedino in #469
• Added traduction to livemetrics by @Felipedino in #470
• Add MacOS arm installer build to CI workflow by @Creylay in #471
• Fix dataset visualization tour by @Creylay in #474
• Improve text readability in HomeButton and OptionBox components by @Creylay in #475
• Feat/improve modal resize ux by @Creylay in #476
• Fix the sequential name from models by @Felipedino in #477
• Add metric tooltips to comparison table by @Creylay in #478
• Fix column renaming functionality to dataset upload by @Creylay in #479
• Revert transformers path by @Irozuku in #472
• Ensure metadata consistency and UI refresh when renaming dataset columns by @Irozuku in #480
• refactor: centralize dataset polling and remove redundant fetchDatase… by @Creylay in #481
• Fetch tasks on translation change by @Irozuku in #492
• Add preview loaded state by @Creylay in #483
• Chore: Remove React deprecations by @Creylay in #484
• refactor: remove modals from predictions by @Felipedino in #485
• Fix live metrics rendering, state reset, and results visibility issues by @Irozuku in #487
• Improve explorer edition modal performance and layout by @Irozuku in #488
• Add hardware monitoring feature by @Irozuku in #489
• feat: implement inline explainers and remove modals. by @Felipedino in #486
• Move various imports inside methods/functions to load them lazily when initializing the app by @Irozuku in #449
• fix: skip rows from csvdataloader now dont skip the header by @Felipedino in #490
• Fix/polling efficiency by @Creylay in #493
• Fix BoW hyperparameter optimization and improve nested model parameter handling by @Irozuku in #494
• Restrict pandas version to <3.0.0 to prevent LabelEncoder dtype incompatibility by @Irozuku in #496
• Enhance Generative Model UX: Improved Parameter Documentation, Model Selector UI, and Sidebar Model Display by @Irozuku in #497
• Removed unused components from home and navbar by @cristian-tamblay in #498
• Fix DistilBERT prediction output shape and model loading configuration by @Irozuku in #495
• Add syntax highlighting and copy button to code blocks by @Irozuku in #501
• Chore/remove experiments explainability by @Creylay in #499
• Add support for new Hugging Face models (Llama, Mistral, SDXL variants) and related dependencies by @Irozuku in #500
• Remove datasets from backend by @Felipedino in #502
• Standardize device handling and update imports for categorical function in DistilBert Model by @Irozuku in #503
• Fix optional onValuesChange prop for explorers and converters by @Irozuku in #504
• Add lazy imports to remaining backend files by @Irozuku in #506
• Replace DataGrid with MaterialReactTable and Performance Optimizations by @Creylay in #505
• Fix/webview downloads by @Creylay in #507
• Add nvidia-ml-py to requirements and improve WebSocket management by @Irozuku in #508
• Feat: Implement Column Insights Panel with Interactive Tabs by @Creylay in #509
• Added two new transformers by @Felipedino in #511
• Replace ConverterList with Converter across backend by @Irozuku in #513
• Refactor/dataset visualization layout by @Creylay in #514
• style: update Typography styles in NumericTab and TextTab by @Creylay in #515
• Use theme-based styles in ConfigureAndUploadDatasetStep by @Irozuku in #517
• Fix svc by @Felipedino in #519
• Fix dataloader params loss by merging form values in DataloaderConfigBar by @Irozuku in #522
• Fix converter Character Replacer by importing DashAIDataset inside the method by @Irozuku in #523
• Refactor/fix chart label overflow by @Creylay in #516
• Fix/datasetsVisualization models module by @Creylay in #520
• Add NumPy-style docstrings across all DashAI components by @Irozuku in #521
• Preserve HPO plot title on dropdown selection by @Irozuku in #524
• Fix KeyError in categorical encoding by rebuilding categories from actual data by @Irozuku in #527
• Models view dont wait for backend data to show the page. by @Felipedino in #525
• Added two new translation transformers by @Felipedino in #526
• Update ColumnInsights title color by @Irozuku in #528
• Replace Sphinx with Docusaurus by @Irozuku in #529
• Feat/export dataset metrics by @Creylay in #518
• Fix/converters runtime errors by @Creylay in #533
• Migrate DataGrid to material-react-table by @Irozuku in #531
• Fix boxplot bounds and enhance outlier detection & reporting by @Irozuku in #534
• Simplify optimizer parameter handling and fix update issues in AddModelDialog by @Irozuku in #535
• Add pluralization support for retraining warning messages (EN/ES) by @Irozuku in #536
• Feat/homepage navbar redesign by @Creylay in #537
• fix jobqueue widget and enhance it with internationalization support by @Felipedino in #512
• fix numeric formatting and handle null values in NumericTab by @Felipedino in #538
• UI refactor for schema form by @Irozuku in #530
• feat: enhance PlotlyJsonVisualizer with toolbar for zoom, reset, and … by @Creylay in #539
• Refactor type system and output handling across converters and explorers by @Irozuku in #540
• Feat/sidebar toggle usability by @Creylay in #541
• Add Model Comparison Scoring System by @Felipedino in #542
• Add per column categorical encoding support with configurable strategies (one-hot / label) by @Irozuku in #543
• Fix optimizer parameter initialization, state reset on switch, and default enablement of model creation by @Irozuku in #545
• Add i18n support and fallback handling to ModelCard UI by @Irozuku in #546
• Fix DatasetTable sorting and renaming conflicts + synchronous cache clearing for correct ascending sort by @Irozuku in #547
• fix: deselect dataset on session click in ModelsLeftBar component by @Creylay in #548
• Expand docstrings for translation models (NLLB & OpusMT) by @Irozuku in #549
• Enhance dataset validation with missing column and type mismatch checks for explainers by @Irozuku in #550
• Fix/search functionality refactor by @Creylay in #551
• Improve dataset selection UI for local explainers by @Irozuku in #552
• Add language selector and improve navbar layout in docs by @Irozuku in #553
• Add DashAIDataset documentation and update architecture references by @Irozuku in #554
• Improve explorer modal and plot layout editor UI/UX consistency by @Irozuku in #532
• feat: add inference reason explanation popover by @Creylay in #544
• Add mobile sidebar with hamburger navigation and fix backdrop-filter clipping issue by @Irozuku in #555
• Feat/split view configure tool modal by @Creylay in #556
• Fix missing DashAIDataset imports in predict methods by @Irozuku in #557
• Feat/draggable job queue widget by @Creylay in #558
• feat: add running indicator and progress message for explainers by @Creylay in #560
• Add ANID to acknowledgments section in EN and ES homepages by @Irozuku in #561
• Added heatmap and bounded/normalization to metrics by @Felipedino in #559
• add collapsible table feature in SessionVisualization component by @Felipedino in #562
• fix: adjust layout for encoder selection tooltip in dataset preview by @Creylay in #563
• Fix GPU detection in PyInstaller builds and correct LLAMA device indexing by @Irozuku in #564
• Fix CPU offload initialization to run only on accelerator devices by @Irozuku in #565
• remove search bar from SelectTaskMenu and ModelCenterContent components by @Creylay in #566
• Add dynamic multimodal generative workflows and media support by @Irozuku in #567
• Align "Model Parameters" heading with primary text color by @Irozuku in #568
• Replace ImageToImage with ControlNet in Generative documentation by @Irozuku in #569
• Update backend setup instructions in README by @Irozuku in #570
• ui: fixed-size selection cards with description truncation by @Creylay in #572
• Dockerfile+docker compose for demo by @cristian-tamblay in #571
• Update tutorials sidebar link to current documentation URL by @Irozuku in #574
• refactor: plugin cards redesign by @Creylay in #573
• Correctly render inline code and modularize TextMessage code components by @Irozuku in #575
• fix: redirect to upload flow when no datasets available by @Creylay in #576
• Make URLs in model descriptions clickable in ModelCard by @Irozuku in #577
• ui: use noun labels for dataset module selection cards by @Creylay in #578

New Contributors

• @CarlaHayler made their first contribution in #267
• @Irozuku made their first contribution in #255
• @Creylay made their first contribution in #295
• @alekseevpavel04 made their first contribution in #457

Full Changelog: v0.1.5...v0.9.0