v1.0.0 — Metro Bike Share Demand Intelligence

Overview

This release establishes the first full end-to-end version of the Metro Bike Share Demand Intelligence project.

It brings the repository into a clearer product structure with:

• system-level diagnosis and forecasting
• station-level diagnosis and forecasting
• dashboard-driven review of outputs
• tracked diagnosis assets and supporting data needed for GitHub rendering

Highlights

• Refactored the project into clearer system_level and station_level workflows
• Standardized the forecasting and diagnosis structure across the repository
• Improved dashboard organization and documentation
• Added tracked diagnosis figures and tables so README references work on GitHub
• Added trackable data assets required by the dashboard and analysis flow
• Updated README files to use GitHub-safe Markdown formatting

Included in this release

Diagnosis

• System-level diagnostic figures and summary tables
• Station-level diagnostic figures, cluster summaries, and station tables

Forecasting

• System-level forecasting outputs, metrics, and model artifacts
• Station-level forecasting outputs, backtests, metrics, and feature artifacts

Repository improvements

• Cleaner documentation structure
• Better GitHub rendering behavior for README content
• More complete project assets committed for reproducibility and review

Notes

• Large local-only assets that exceed GitHub file limits are intentionally excluded from release history
• This release is intended as the baseline public version of the rebuilt project structure

Next steps

• refine repository metadata and topics
• optionally rename the repository for clearer portfolio positioning
• publish follow-up releases as the dashboard and forecasting workflows mature