Tech riderRev. 21 Sept 2026
replenishment
- 1Runs onNot stated by the maker
- 2CostsNot stated by the maker
- 3Safety stock optimizationYes
1 lines stated Written from the maker's own pages: github.com

Overview
replenishment is ranked #26 of 26 in inventory optimization software on Specifiction.
Compared on inventory optimization software
- Safety stock optimization
- Yesgithub.com
Facts
- Purpose
- The project describes replenishment as a Python library for stock replenishment simulation, policy optimization, and decision visualization.github.com · 4 Oct 2026
- Intended use
- The README says it is designed for teams that simulate replenishment policies against historical or synthetic demand.github.com · 4 Oct 2026
- Policy optimization
- The README lists mean-forecast safety stock, k*RMSE/k*MAE, and percentile-target policies as optimization workflows.github.com · 4 Oct 2026
- Visualization
- The README describes comparing policies visually on replenishment time series.github.com · 4 Oct 2026
- Data handling
- The README describes workflows for moving between CSV/DataFrame inputs and simulation configs.github.com · 4 Oct 2026
- Forecast buffering
- The README says k*RMSE or k*MAE safety stock can optionally increase when lead-time forecast quantities rise above a baseline.github.com · 4 Oct 2026
- Installation
- The README gives `pip install replenishment` as the PyPI installation command.github.com · 4 Oct 2026
- Python versions
- The README says the project is tested on Python 3.10, 3.11, 3.12, and 3.13.github.com · 4 Oct 2026
- Dependencies
- The project metadata lists pandas, Polars, PyArrow, matplotlib, ipykernel, and scienceplots as dependencies.github.com · 4 Oct 2026
- License
- The project metadata identifies the license as MIT.github.com · 4 Oct 2026
- Development status
- The project metadata classifies the package as Alpha.github.com · 4 Oct 2026
- Support and contribution
- The README welcomes contributions and links to contribution guidance and the repository issue tracker.github.com · 4 Oct 2026
Best replenishment alternatives
See all 20 All accessCh 01 ZebraDesigner Free planFree trialAndroid Free to start7.7 All accessCh 02 Creo WebWindows 7.1 All accessCh 03 Lokad Free trialWeb 6.8 All accessCh 04 Sophus Inventory Optimization Free trialself-hostedWeb 6.8 All accessCh 05 Flowlity Free trialAPIWeb from €249/mo6.7 All accessCh 06 Manhattan Active Inventory Replenishment APIWeb 6.7
Where it ranks on Specifiction
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Sources
- github.com/janrth/replenishment· checked 4 Oct 2026
- github.com/janrth/replenishment/blob/main/pyprojec· checked 4 Oct 2026


