Supply Chain Optimizer
by Community · open-source · Last verified 2026-03-17
Combines ML demand forecasting (Prophet + LightGBM) with constraint-based optimization (Google OR-Tools) to minimize inventory costs while meeting service-level targets across a multi-echelon supply chain. Outputs replenishment orders, safety stock recommendations, and a scenario simulation dashboard.
https://github.com/google/or-tools ↗C
C—Below Average
Adoption: C+Quality: AFreshness: ACitations: CEngagement: F
Specifications
- License
- Apache-2.0
- Pricing
- open-source
- Capabilities
- demand-forecasting, constraint-optimization, safety-stock, scenario-simulation
- Integrations
- or-tools, prophet, lightgbm, pandas, plotly
- Use Cases
- inventory-optimization, distribution-planning, supplier-allocation
- API Available
- No
- Language
- python
- Dependencies
- ortools, prophet, lightgbm, pandas, plotly, scipy
- Environment
- Python 3.10+
- Est. Runtime
- 10-60 minutes
- Tags
- supply-chain, optimization, or-tools, demand-forecasting, inventory
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
49.4Adoption
52
Quality
83
Freshness
82
Citations
48
Engagement
0