vasukumar92 / Machine-Learning-based-Supply-Chain-Demand-Forecast-for-a-Global-Pharmacy-CompanyView external linksLinks
The dataset is of a Global Pharmacy Company. The dataset comprises of Historical sales, Product Information and products which need forecasting. The demand forecasting is required at a quarterly level. Carry-Over products are those products which have historical data present and New products do not have any historical data present.
☆27Aug 27, 2019Updated 6 years ago
Alternatives and similar repositories for Machine-Learning-based-Supply-Chain-Demand-Forecast-for-a-Global-Pharmacy-Company
Users that are interested in Machine-Learning-based-Supply-Chain-Demand-Forecast-for-a-Global-Pharmacy-Company are comparing it to the libraries listed below
Sorting:
- Sales forecasting for the supply chain industry.☆11Jun 26, 2021Updated 4 years ago
- Various machine learning approaches are widely applied for short-term solar power forecasting, which is highly demanded for renewable ene…☆13Feb 18, 2020Updated 5 years ago
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆29Oct 18, 2020Updated 5 years ago
- The objective of the project is to obtain the prediction of delivery date and freight cost based on the historic trend and attributes.The…☆10Aug 1, 2019Updated 6 years ago
- This machine learning model (LSTM Time Series model) helps us to forecast demand of a supply chain business problem. This model uses Kera…☆31Feb 9, 2018Updated 8 years ago
- A machine learning model for predicting delayed deliveries in the supply chain of USAID, and forecasting the delay time of a potential de…☆10Apr 26, 2019Updated 6 years ago
- Demand Forecasting is the process in which historical sales data is used to develop an estimate of an expected forecast of customer deman…☆12Jul 13, 2020Updated 5 years ago
- Profit-driven demand forecasting with gradient boosted trees☆11Mar 28, 2023Updated 2 years ago
- inventory simulation modules for single-echelon supply chain☆13Dec 25, 2018Updated 7 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆18Feb 2, 2019Updated 7 years ago
- ☆14Aug 23, 2021Updated 4 years ago
- Tutorial on building a discrete-event simulation model using Python and Simpy and conducting a statistical analysis of the simulation out…☆19Jul 10, 2022Updated 3 years ago
- Forecasting of order demand in warehouses using auto-regressive integrated moving average(ARIMA).☆23Sep 16, 2020Updated 5 years ago
- This work explains how OR and ML in tandem can help us making a cost efficient decisions. I have used a Supply Chain Network Design use c…☆25Jan 4, 2021Updated 5 years ago
- Predicting Backorders in Inventory Mangement Context.☆23Feb 4, 2025Updated last year
- ☆11Dec 17, 2025Updated 2 months ago
- 开发板实践:掌握应用树莓派(Raspberry Pi)这一低成本、高性能的微型计算机在人脸识别领域的应用。 软件开发实践:利用Qt这一跨平台的应用程序框架,开发用户友好、功能丰富的人脸识别签到系统交互界面。 图像处理能力:通过OpenCV这一开源的计算机视觉库,进行人脸…☆26Apr 21, 2024Updated last year
- Course materials for UMBC DATA 690 - Statistical Analysis and Data Visualization with Python.☆12Dec 5, 2024Updated last year
- Statistical modeling lies at the heart of data science. Well crafted statistical models allow data scientists to draw conclusions about t…☆11Jan 21, 2026Updated 3 weeks ago
- Code Snippets & DataSets for Business Analytics & Data Mining/ Machine Learning Algorithms☆15Apr 23, 2018Updated 7 years ago
- In this Case Study I'm performing Exploratory Analysis & Building a model which will Classify if Patient has CHD or Not.☆14Jul 31, 2019Updated 6 years ago
- Sentiment Analysis of COVID-19 Vaccine-related Twitter Data☆10May 30, 2021Updated 4 years ago
- Covid19 Dashboard India☆12Feb 27, 2021Updated 4 years ago
- An elaborate approach for ABC-XYZ Analysis☆11May 10, 2020Updated 5 years ago
- A graphical EDA tool☆14Jan 9, 2023Updated 3 years ago
- An R package containing utilities for institutional researchers. This package is also used to support the Introduction to R and LaTeX doc…☆15Mar 13, 2019Updated 6 years ago
- Explore your activity on Google with R: How to analyze and visualize your Location History. Find out how and how much you have allowed Go…☆10Aug 1, 2021Updated 4 years ago
- This repository contains implementation, tools and examples for GitHub backend.☆12Oct 8, 2025Updated 4 months ago
- Materials and reproducible workflows for working with health care data☆12Apr 11, 2018Updated 7 years ago
- 尝试对比ARIMA、LSTM、SARIMA、GRA_LSTM、SARIMA_LSTM串联模型和SARIMA_LSTM并联模型的时序预测能力。☆14Mar 24, 2023Updated 2 years ago
- ☆14Feb 16, 2021Updated 5 years ago
- 物流需求预测法的python实现(Logistics Demand Forecasting By Python),含移动平均法、指数平滑法、平滑系数的确认、结果输出到excel表、误差分析等☆37Mar 24, 2021Updated 4 years ago
- R Package: ICD-10-GM Metadata☆11Sep 23, 2023Updated 2 years ago
- Lab notes for a data mining class in Lindner College of Business.☆19Dec 3, 2015Updated 10 years ago
- A downloadable pdf containing summary of frequently used pandas operations.☆10Sep 26, 2020Updated 5 years ago
- ☆10Dec 29, 2018Updated 7 years ago
- 对OHDSI的研究☆12Apr 19, 2018Updated 7 years ago
- A collection of learning outcomes data analysis using Python and SQL, from DQLab.☆12Jul 12, 2021Updated 4 years ago
- rocksredis,主要面向工业互联网(物联网)传感器、终端采集的数据存储的场景应用☆12Sep 15, 2021Updated 4 years ago