DashAI 0.3.0

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
• Updated pypi version to pass new CI/CD by @cristian-tamblay in #275
• 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
• Removed llama-cpp from requirements by @cristian-tamblay in #279
• 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
• Notebooks module by @cristian-tamblay in #289
• fix: refactor DashAIDataset creation for imbalanced converter by @Irozuku in #290
• Feat/ux dataset by @Irozuku in #288
• Minor fix by @cristian-tamblay in #291
• fix: adjust height and overflow properties in DatasetPreviewNotebook by @Irozuku in #293
• Fix scroll in dataset summary table by @cristian-tamblay in #294
• 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
• Fixed converters by @cristian-tamblay in #299
• 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
• DashAI 0.3.0 Release by @cristian-tamblay in #382
• Added download for the frontend artifact so the upload works by @cristian-tamblay in #383

New Contributors

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

Full Changelog: v0.1.5...v0.3.0