ramentruck 0.1.0

A deep, layered ML/AI toolkit — the machine learning companion to ThaiTruck.

ramentruck

RamenTruck is a deep, layered ML/AI toolkit — the expert-crafted machine learning companion to ThaiTruck.

Ramen takes time, precision, and expertise. So does good ML.

Planned Modules

Module	Role
broth	Base model training/fitting wrapper — the foundation
tare	Hyperparameter tuning (GridSearchCV, RandomizedSearchCV, Optuna)
soft_boiled_egg	Cross-validation (k-fold, stratified, time-series splits)
chashu	Model serialization & persistence with versioning metadata
nori	Explainability — SHAP values, feature importance, PDP
miso	Experiment tracking — MLflow / W&B wrapper
tonkotsu	Deep learning interface — PyTorch / TensorFlow architectures

Install

pip install ramentruck                  # core (sklearn + numpy only)
pip install ramentruck[deep]            # + tonkotsu (torch/tensorflow)
pip install ramentruck[explain]         # + nori (shap)
pip install ramentruck[tracking]        # + miso (mlflow/wandb)

Fleet

RamenTruck is part of the food truck fleet:

• ThaiTruck — batch DataFrame cleaning & processing
• RamenTruck — ML/AI toolkit (this package, in development)
• TacoTruck — streaming ingestion & API connectors (planned)

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Package name secured. Full release coming soon.