5 machine learning techniques to forecast product sales
☆145Sep 8, 2023Updated 2 years ago
Alternatives and similar repositories for sales_forecasting
Users that are interested in sales_forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays an…☆116Apr 24, 2018Updated 8 years ago
- package for automated sales forecasting☆20Sep 8, 2023Updated 2 years ago
- Solution to Corporación Favorita Grocery Sales Forecasting Competition☆29Feb 11, 2018Updated 8 years ago
- Clustering important economic factors that affect the GDP of a country and based on these indicators predict GDP of that country.☆16Apr 17, 2017Updated 9 years ago
- Implementation of inventory control policy parameters computation algorithms☆19Feb 28, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 5th place solution for Kaggle competition Favorita Grocery Sales Forecasting☆262Feb 6, 2018Updated 8 years ago
- Multivariate clustering of weather data. This is part of my research internship.☆13Jul 12, 2021Updated 4 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
- Materials for PHM Conference 2016 Tutorial on Big Data☆23Aug 24, 2018Updated 7 years ago
- Supply Planning using Linear Programming with Python☆15Jan 3, 2026Updated 4 months ago
- This machine learning project learnt and predicted rainfall behavior based on 14 weather features. Applied KNN model, Clustering model an…☆23Mar 21, 2017Updated 9 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Jan 3, 2021Updated 5 years ago
- ☆24Jun 15, 2020Updated 5 years ago
- HW1 for CS 687 - Time series clustering using dynamic time warping (DTW)☆11Mar 18, 2017Updated 9 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Newsvendor model with Python☆11May 18, 2019Updated 6 years ago
- This project focuses on time series forecasting to predict store sales for Corporation Favorita, a large Ecuadorian-based grocery retaile…☆19Dec 4, 2023Updated 2 years ago
- Time Series Analysis & Forecasting of Rossmann Sales with Python. EDA, TSA and seasonal decomposition, Forecasting with Prophet and XGboo…☆199Jul 21, 2017Updated 8 years ago
- ☆11Jun 4, 2022Updated 3 years ago
- MachineLearningSamples-EnergyDemandTimeSeriesForecasting☆44Jun 28, 2019Updated 6 years ago
- This is an example of LSTM used to forecast the next 12 months on the Air Passengers dataset.☆39Jul 31, 2019Updated 6 years ago
- Food Demand Forecasting Challenge☆14Jun 5, 2019Updated 6 years ago
- ☆25Jun 30, 2021Updated 4 years ago
- Extending state-of-the-art Time Series Forecasting with Subsequence Time Series (STS) Clustering to enforce model seasonality adaptation.☆20Oct 19, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Predicting the Sales using Time-series forecasting for month-wise data.☆24Apr 28, 2021Updated 5 years ago
- Multivariate Time series Analysis Using LSTM & ARIMA☆37Sep 20, 2019Updated 6 years ago
- Sales forecasting for the supply chain industry.☆11Jun 26, 2021Updated 4 years ago
- A discrete-time simulation environment for Inventory Management in Supply Networks.☆24Feb 13, 2023Updated 3 years ago
- A medium article tutorial on how to deploy a machine learning model with django☆21Jun 22, 2022Updated 3 years ago
- Materials for the 'Sales Forecasting with Neural Networks' hands-on presentation☆12Apr 15, 2018Updated 8 years ago
- Fast Inventory simulation and optimization☆10Feb 23, 2025Updated last year
- ☆20Oct 12, 2019Updated 6 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆19Feb 2, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- top3-solution☆10Feb 28, 2020Updated 6 years ago
- Multi store and product forecasting data and code for demonstration with Data Science Dojo!☆21Jul 12, 2021Updated 4 years ago
- Profit-driven demand forecasting with gradient boosted trees☆10Mar 28, 2023Updated 3 years ago
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆29Oct 18, 2020Updated 5 years ago
- Data Analysis and Machine Learning with Python: EDA with ECDF and Correlation analysis, Preprocessing and Feature engineering, L1 (Lasso)…☆33Jul 29, 2017Updated 8 years ago
- COVID19 Data Analysis Using Python -- Coursera Project☆15Jan 2, 2023Updated 3 years ago
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆18Jun 25, 2024Updated last year