collection-fc 0.1.0

A flexible, easy-to-use Python library for collection forecasting.

CollectionFC

A simple collection forecasting library for Python.

Features

• 7x7 transition matrix estimation
• 12-month cash-flow forecast
• Basic accuracy diagnostics
• CLI interface for easy use

Usage

Install (development mode)

pip install -e .

Run simple mode

python -m collection_fc --mode simple --input ledger.csv

Optional output paths:

python -m collection_fc --mode simple \
    --input raw/ledger_may25.csv \
    --forecast_path out/fc.csv \
    --matrix_path out/P.csv \
    --validation_path out/val.json

See simple_collection_forecasting_library.md for full documentation.