| Name | inventorize JSON |
| Version |
1.2.3
JSON |
| download |
| home_page | |
| Summary | inventory analytics,revenue management and cost calculations for SKUs |
| upload_time | 2023-08-27 08:29:12 |
| maintainer | |
| docs_url | None |
| author | Haytham Omar |
| requires_python | >=3.6 |
| license | |
| keywords |
inventory
pricing
markdowns
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
Package: inventorize
Title: Inventory Analytics,Markdowns and Pricing.
Version: 1.2.3
Authors person("Haytham", "Omar", email = "haytham@rescaleanalytics.com", role = c("aut", "cre"))
Description: Simulate inventory policies, facilitate inventory analysis calculations such as stock levels and re-order points,pricing and promotions calculations.
The package includes calculations of inventory metrics, stock-out calculations and ABC analysis calculations.
The package includes revenue management techniques such as Multi-product optimization,logit model optimization.
The functions are referenced from :
1-Harris, Ford W. (1913). "How many parts to make at once". Factory, The Magazine of Management. <isbn10: 135–136, 152>.
2- Nahmias, S. Production and Operations Analysis. McGraw-Hill International Edition. <isbn: 0-07- 2231265-3. Chapter 4>.
3-Silver, E.A., Pyke, D.F., Peterson, R. Inventory Management and Production Planning and Scheduling. <isbn: 978-0471119470>.
4-Ballou, R.H. Business Logistics Management. <isbn: 978-0130661845>. Chapter 9.
5-MIT Micromasters Program.
6- Columbia University course for supply and demand analysis.
8- Price Elasticity of Demand MATH 104,Mark Mac Lean (with assistance from Patrick Chan) 2011W
For further details or correspondence :<www.linkedin.com/in/haythamomar>, <www.rescaleanalytics.com>.
Change Log
==========
1.2.3 (26/08/2023)
Some bug fixes
1.2.1 (23/08/2023)
-------------------
- second Release
1- R.s.S inventory policy is added.
2- Max policy is added (different than Min Max)
2- you can compare forecasting impact on inventory not just relying on the average.
3- the forecasts can be one step like exponential smoothing/croston or multi-steps like machine learning models or seasonal arimas.
4- the plots are automatically added with a TRUE or FALSE arguments.
5- polynomial price optimization is added with the current linear and logit.
6- the markdown model for seasonal merchandizing from (walker 1999) is added to identify the viability and the percentage of the markdown.
7- In static policies, you can can recalculate the min and the max during the simulation horizon. Also user can manually define the min, max, quantity, saftey stock if required.
8- the classification of the demand is added as an output.
9- average flow time is added which is how much time on average a unit stays in stock.
10- initial inventory level can be set manually.
11- also because many have asked the ABC thresholds can be changed and up to two attributes can be added in the function abc_dynamic().
12- negative binomial and gamme distributions are added
13- comparing distributions of demand.
0.0.8 (29/08/2020)
-------------------
- first Release
Raw data
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