cursus.steps.scripts

Pipeline scripts module.

This module contains the actual processing scripts used by pipeline steps. Scripts are designed to be standalone and executed independently without dependencies on contract validation utilities.

Modules

active_sample_selection

Active Sample Selection Script for Semi-Supervised and Active Learning.

bedrock_prompt_template_generation

Bedrock Prompt Template Generation Script — declarative meta-prompt assembler.

bspline_calibration

Monotone B-Spline Calibration Script for SageMaker Processing.

currency_conversion

Currency Conversion Processing Script

dummy_data_loading

Dummy Data Loading Processing Script

dummy_training

DummyTraining Processing Script

feature_selection

Feature Selection Script

graph_feature_processing

GraphFeatureProcessing step script (Nexus feature_processing → Cursus).

graphstorm_gnn_inference_eval

GraphStormGNNInferenceEval step entry point (Nexus run_evaluation.py).

graphstorm_gnn_training

GraphStormGNNTraining step entry point (Nexus train.py).

label_ruleset_execution

Label Ruleset Execution Script

label_ruleset_generation

Ruleset Generation Script

missing_value_imputation

Missing Value Imputation Processing Script

model_calibration

Model Calibration Script for SageMaker Processing.

model_metrics_computation

model_wiki_generator

package

payload

MIMS Payload Generation Processing Script

percentile_model_calibration

Percentile Model Calibration Script for SageMaker Processing.

piper_metric_generation

pseudo_label_merge

Pseudo Label Merge Script

risk_table_mapping

Risk Table Mapping Processing Script

run_gconstruct

GraphConstruction step script (Nexus run_gconstruct.sh → Cursus).

slipbox_knowledge_routing

Slipbox Knowledge Routing — Cursus ProcessingStep script (PROPOSAL scaffold).

stratified_sampling

Stratified Sampling Script

tabular_lookup_model_building

TabularLookupModelBuilding Processing Script.

tabular_preprocessing

temporal_feature_engineering

Temporal Feature Engineering Script

temporal_sequence_normalization

Temporal Sequence Normalization Script

temporal_split_preprocessing

Temporal Split Preprocessing Script

xgboost_model_eval

xgboost_model_inference