CLI Usage

Commands

# Full pipeline (zero-touch)
open-mlpipe run --data dataset.csv

# With target specified
open-mlpipe run --data dataset.csv --target price

# With project name
open-mlpipe run --data dataset.csv --target price --project my-project

# Config-driven
open-mlpipe run --config configs/regression.yaml

# With deployment
open-mlpipe run --data dataset.csv --deploy

# EDA only (no training)
open-mlpipe profile --data dataset.csv

# Version
open-mlpipe --version

# Help
open-mlpipe --help
open-mlpipe run --help

CLI Options

Option	Description
--data, -d	Path to data file (CSV, Parquet, Excel)
--target, -t	Target column name (auto-detected if not given)
--level, -l	Automation level (1=zero-touch, 2=config-driven)
--config, -c	Path to YAML config file
--project, -p	Project name
--deploy	Generate deployment artifacts

Examples

Zero-Touch

open-mlpipe run --data dataset.csv

With Target

open-mlpipe run --data dataset.csv --target price

Config-Driven

open-mlpipe run --config configs/regression.yaml

With Deployment

open-mlpipe run --data dataset.csv --deploy

Next Steps

• YAML Config
• Python API