Popular GitHub Repositories for Demand Forecasting

Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more

Internship project

Profit-driven demand forecasting with gradient boosted trees

Predict M5 kaggle dataset, by LSTM and BI-LSTM and three optimal, bottom-up, top-down reconciliation approach.

In this section, we will use machine learning algorithms to perform time series analysis.

利用SARIMA模型和Winters指数平滑法进行需求预测

基于泊松-负二项分布框架的备件需求模式统计严谨的合成数据生成器

Machine Learning Competition by BUYAK

This repository replicates my work as a Sr Data Scientist at CVS to forecast demand for promotional items and optimize inventory processes by replacing a legacy system with a machine learning-based forecasting engine. To ensure data privacy, I substituted the original CVS dataset with one from Kaggle and removed proprietary information.