mollyryanruby / auto_forecast
package for automated sales forecasting
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for auto_forecast
- Sales forecasting for the supply chain industry.☆11Updated 3 years ago
- Profit-driven demand forecasting with gradient boosted trees☆11Updated last year
- Sell Out Sell In Forecasting project implemented at Nestlé☆23Updated 2 years ago
- Official repository for the book Time Series Forecasting with Foundation Models☆10Updated this week
- Big Data Inventory Management on AWS (Demand Forecasting, Machine Learning, Dashboarding) : Presented at Carlson School of Management dur…☆11Updated 4 years ago
- XGBoost for Regression Predictive Modeling and Time Series Analysis, published by Packt☆14Updated last week
- Data science applied to problems in manufacturing (and some other ML stuff too).☆12Updated 2 years ago
- Dash web app showing when an engine is expected to fail powered by vaex and tf/keras.☆16Updated 3 years ago
- Inventory Management for Retail — Deterministic Demand☆16Updated last month
- Demand forcasting using time series analysis and safety stock optimization to provide desired service level☆15Updated 5 years ago
- Data Science Projects done at Data Trained Education during PG Data Science & ML Course☆9Updated last year
- Scripts inspired by book Inventory Optimization by Nicolas Vandeput.☆36Updated 3 years ago
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆26Updated 4 years ago
- End-to-end automated pipeline in Python that forecasts weekly demand for products & recommends corresponding optimal prices for a retail …☆33Updated 5 years ago
- ☆13Updated 2 years ago
- Customer Personality Analysis Using Clustering☆21Updated last year
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆41Updated 4 years ago
- Implement inventory management rules based on a periodic review policy☆12Updated last month
- Product Segmentation for Retail with Python☆9Updated last month
- Various utilities for time series forecasting☆10Updated last year
- Data Science Case Studies☆14Updated 3 years ago
- Trying different regression models on Life Expectancy dataset.☆8Updated 3 years ago
- Supply Planning using Linear Programming with Python☆14Updated last month
- 2021 - Github companion to "Demand Prediction in Retail: A Practical Guide to Leverage Data and Predictive Analytics" (Springer Series in…☆29Updated 3 years ago
- Senior Supply Chain Engineer using Data Science for Operational Excellence☆16Updated last month
- Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any databa…☆15Updated last year
- n this machine learning pricing project, we implement a retail price optimization algorithm using regression trees. This is one of the fi…☆19Updated 4 years ago
- Machine Learning for Retail Sales Forecasting — Features Engineering☆57Updated last month
- Robust Supply Chain Network with Monte Carlo Simulation☆28Updated last month
- The project is a machine predictive maintenance application that uses machine learning (Random Forest) to classify whether a machine wil…☆12Updated last year