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…hboard (#54) * fix(docker): use native npm build in frontend stage for maximum stability * feat(ui): interactive peer review studio and evaluation benchmark dashboard - Add PeerReviewStudio component with conference rubric selector (ICLR, NeurIPS, ICML, CVPR, ACL), 3-reviewer deliberation cards, meta-reviewer consensus summary, and Markdown report export. - Add EvalBenchmarkDashboard component with benchmark suite runner, category/difficulty filtering, metric pass rates, speedup radars, and custom reproduction & optimization task registration modal. - Connect Review and Eval tabs to ProjectContext and ChatContainer with lazy loading. - Add comprehensive Vitest test coverage for PeerReviewStudio and EvalBenchmarkDashboard.
…e api routes (#55) - Add backend API routes in `backend/openmlr/routes/research.py` for managing the 5-phase research lifecycle state machine (start, get state, phase transitions, milestone management, and artifact registration) - Mount research router into FastAPI app and publish real-time SSE events on research milestones and phase transitions - Add backend test suite `backend/tests/test_routes_research.py` with 9 comprehensive tests - Implement interactive `ResearchWorkflowStudio` frontend with `PhaseStepBar`, `ResearchMilestoneCard`, `ResearchArtifactsViewer`, and modal dialogs - Add `workflow` tab to the main container navigation and context - Add full frontend test coverage in `ResearchWorkflowStudio.test.tsx`
…dashboard integration (#56)
…tion tool (#58) * feat(tools): agent-native dataset profiler, validator, and split curation tool - Introduce DatasetProfiler service supporting CSV, TSV, JSON, JSONL, and text formats. - Compute column statistics, null metrics, text token length distributions, and categorical class imbalance. - Implement dataset validation, stratified/random dataset partitioning, and reproducible split manifests. - Register 'datasets' tool in the agent ToolRouter for plan and execute modes with KnowledgeGraph sync. - Add FastAPI endpoints (/api/datasets/profile, /api/datasets/inspect, /api/datasets/validate, /api/datasets/split). - Add comprehensive unit and integration tests (22 new tests, 1,244 total backend tests passing). - Ensure all created and modified files are strictly under 500 lines. * fix(datasets): resolve SonarCloud cognitive complexity and PRNG security hotspots - Break down load_records into modular file parsers to reduce cognitive complexity. - Replace pseudorandom PRNG with deterministic cryptographic hash-based sampling/shuffling. - Refactor _handle_datasets to reduce parameter count and extract operational sub-handlers. - Define constant for dataset path description to eliminate duplicate literals. - Enforce path validation on dataset routes. * fix(datasets): reduce cognitive complexity and harden path validation - Use dictionary dispatch mapping in _handle_datasets to reduce cognitive complexity. - Simplify knowledge graph sync helper and extract operation handlers. - Add anchor-based containment check for dataset paths and output directories. * fix(datasets): add regex pattern validation and system path guards for input paths
…tion splitter (#59) * feat(ui): interactive dataset studio, statistical profiler, and partition splitter - Add DatasetStudio with overview cards, statistical profiling, and health score gauges. - Implement ColumnMetricsTable with search, type filters, and missingness progress indicators. - Add SampleDataViewer with dynamic table rendering and configurable sampling strategies (head, random, stratified). - Add DatasetValidatorCard for interactive schema constraints, missingness limits, and token limits. - Add DatasetSplitterModal for interactive train/val/test partitioning and manifest generation. - Integrate Datasets tab into ProjectContext and ChatContainer. - Add comprehensive Vitest unit tests covering all user flows and API integrations. - Maintain strict <500 lines constraint across all source files. * fix(ui): resolve SonarCloud frontend code smells in dataset components - Unify dtype type union without redundant string override. - Eliminate nested ternaries for health score and progress color computation. - Replace manual null checks with optional chaining. - Associate accessible form labels with input controls. - Simplify cell formatting helper in SampleDataViewer.
…studio, and parallel coordinates visualizer (#60) * feat(sweeps): agent-native hyperparameter optimization engine, sweep studio, and parallel coordinates visualizer - Implement SweepEngine service supporting Grid, Random, Bayesian (Parzen surrogate), and ASHA / Hyperband early-stopping pruning - Add SweepAnalysis service computing parameter sensitivity importance, Spearman rank correlations, Pareto multi-objective frontier, and markdown report generation - Register 'sweeps' tool in ToolRouter with support in plan and execute modes - Create REST API routes in backend/openmlr/routes/sweeps.py for sweep lifecycle and trial evaluations - Build interactive frontend SweepStudio with SweepTrialsTable, SweepParallelCoordinates SVG chart, SweepAnalysisCard, and NewSweepModal - Add unit & integration tests covering sweep algorithms, tool lifecycle, REST routes, and React UI components * refactor(sweeps): optimize code quality, reduce cognitive complexity, and resolve SonarCloud recommendations * refactor(sweeps): simplify complexity in tool and analysis services, resolve SonarCloud issues
…ator, and model studio UI (#61) * feat(models): model registry, checkpoint governance, model card generator, and model studio UI - Implement ModelRegistryService with artifact lifecycle, checkpoint inspection, and precision trade-off estimation - Implement ModelCardGenerator for NeurIPS/HuggingFace compliant documentation with LaTeX, BibTeX, and CO2 emissions calculation - Add agent-native 'models' tool spec with register, inspect_checkpoint, generate_card, plan_quantization, and compare actions - Expose REST API routes under /api/model-registry for full CRUD, model cards, quantization planning, and model comparisons - Build interactive ModelStudio UI with CheckpointInspectorCard, QuantizationMatrixCard, ModelCardModal, and ModelComparisonModal - Include comprehensive unit, tool, API route, and React Vitest component tests (all passing) * fix(models): resolve SonarQube quality gate and accessibility issues
…gures, and agent tool (#62)
…nd conference checklist studio (#63)
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