Relational Transformers Utils

Documentation

  • Installation
    • Editable Install
  • Quickstart
    • Collect Context
    • Normalize Scalars
    • Predict and Measure
    • Benchmark
  • Context Collection
    • CscAdjacency
    • CscIndex
    • Temporal Bounds
  • Normalization
    • Conventions
    • ColumnStats
    • Zero-shot and Reference Modes
    • bfloat16 Boundary
  • Ablation
    • Choosing Positions
  • Metrics
    • Classification
    • Regression
    • Model Selection
  • Quantization
    • Formats
    • Command Line
    • Python API
    • Validation
  • RelBench Utilities
    • Task Catalog
    • Submissions and Run Records
    • Reports
    • Hurdle Gates
  • relational_transformers_utils API
    • Context Collection
      • CscAdjacency
      • CscIndex
      • Row
      • TemporalBound
    • Schema
      • Schema
      • TableDef
      • ColumnDef
      • LinkDef
      • ValueType
    • Normalization
      • ColumnStats
      • NormalizationMode
      • normalize_sequence()
      • bf16_as_f32()
      • days_since_epoch()
      • mean_std()
    • Ablation
      • AblationEvaluator
    • Metrics
      • roc_auc()
      • accuracy()
      • brier_score()
      • log_loss()
      • bootstrap_auroc()
      • mean_absolute_error()
      • r2_score()
      • better()
      • classification_report()
    • Quantization
      • quantize_model()
      • quantize_checkpoint()
      • quantize_state()
  • relben API
    • Catalog
      • EvalTask
      • select_tasks()
    • Submissions
      • EvalSample
      • write_submission()
      • write_manifest()
      • atomic_json()
    • Reports
      • write_report()
    • Hurdle Gates
      • nmae()
      • tune_hurdle_gate()
Relational Transformers Utils
  • Relational Transformers Utils
  • Edit on GitHub

Relational Transformers Utils

Utility tooling that wires Relational Transformers into a product: context collection, normalization, ablation measurement, metrics, checkpoint quantization, and RelBench benchmark utilities. Applications own retrieval and encoding; the core package owns the model; this package covers the numeric steps between.

Documentation

  • Installation
    • Editable Install
  • Quickstart
    • Collect Context
    • Normalize Scalars
    • Predict and Measure
    • Benchmark
  • Context Collection
    • CscAdjacency
    • CscIndex
    • Temporal Bounds
  • Normalization
    • Conventions
    • ColumnStats
    • Zero-shot and Reference Modes
    • bfloat16 Boundary
  • Ablation
    • Choosing Positions
  • Metrics
    • Classification
    • Regression
    • Model Selection
  • Quantization
    • Formats
    • Command Line
    • Python API
    • Validation
  • RelBench Utilities
    • Task Catalog
    • Submissions and Run Records
    • Reports
    • Hurdle Gates
  • relational_transformers_utils API
    • Context Collection
    • Schema
    • Normalization
    • Ablation
    • Metrics
    • Quantization
  • relben API
    • Catalog
    • Submissions
    • Reports
    • Hurdle Gates
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