Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models
☆71Dec 30, 2019Updated 6 years ago
Alternatives and similar repositories for product-sales-forecasting
Users that are interested in product-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:
- Time Series Decomposition techniques and random forest algorithm on sales data☆62Apr 29, 2022Updated 4 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Jan 3, 2021Updated 5 years ago
- In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays an…☆119Apr 24, 2018Updated 8 years ago
- ☆28Sep 17, 2021Updated 4 years ago
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆26Jun 14, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Supply chain management☆17Nov 6, 2021Updated 4 years ago
- top3-solution☆10Feb 28, 2020Updated 6 years ago
- package for automated sales forecasting☆20Sep 8, 2023Updated 2 years ago
- Dashboard to visualize the growth of coronavirus (plotly and dash)☆12May 22, 2023Updated 3 years ago
- This repository contains Machine Learning tutorials using Jupyter notebooks.☆10Jul 2, 2020Updated 6 years ago
- Explanations of questions taken from HackerRank.com☆12Dec 14, 2022Updated 3 years ago
- ☆24Jun 15, 2020Updated 6 years ago
- ☆27Mar 21, 2026Updated 4 months ago
- Real-time human detection, tracking and counting using MobileNet SSD☆17Jan 10, 2025Updated last year
- 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.
- Forecast sales for 350+ supplement retail chain stores for next 2 months. 2nd Rank solution.☆12Sep 20, 2021Updated 4 years ago
- Data visualization and EDA projects for different datasets on Kaggle☆15Jan 2, 2020Updated 6 years ago
- Solutions to some coding challenges written with Python☆15May 19, 2020Updated 6 years ago
- A soft computing method based web project which helps in predicting the disease based on the symptoms of the patient. Also informs the pa…☆15May 7, 2021Updated 5 years ago
- A fullstack next.js template with all the fun stuff like next auth, mongodb, prisma, chakra ui☆15Sep 15, 2022Updated 3 years ago
- Repository for UMD CS Course: Introduction to Data Science I: Preparing, Storing, and Manipulating Data☆17Dec 13, 2014Updated 11 years ago
- facial recognition for identifying custom faces with M5Stack esp32 cam☆16Feb 21, 2020Updated 6 years ago
- ➡️ Text-as-Data lab materials for Spring 2020☆16Apr 22, 2020Updated 6 years ago
- Computer Vision Project, stitching different perspective images into a single smooth panorama using Laplacian Blending.☆10Oct 28, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository for lecture "Data-Driven Demand Learning and Dynamic Pricing Strategies in Competitive Markets"☆13May 8, 2018Updated 8 years ago
- Use SageMaker's DeepAR algorithm to continuously develop store inventory forecasts in response to changing data.☆16Oct 6, 2022Updated 3 years ago
- Document Management System made with ASP.NET CORE MVC☆12Mar 10, 2023Updated 3 years ago
- ☆12Jan 2, 2024Updated 2 years ago
- ☆15May 6, 2022Updated 4 years ago
- Website of Question Answer Generation☆17Feb 2, 2023Updated 3 years ago
- ☆56Apr 14, 2021Updated 5 years ago
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Nov 15, 2024Updated last year
- A framework for building and training a reinforcement learning agent to run a mini supply chain☆15May 5, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- In this project I developed LSTM models for uni-variate , multivariate , multi-step time series forecasting.☆11Feb 27, 2020Updated 6 years ago
- An analysis, with a focus on demand forecasting, of transactional data associated with over 2.5 million customers and 31,868 SKUs over th…☆17Oct 4, 2020Updated 5 years ago
- Materials for Structural geology 2 course☆11Nov 11, 2019Updated 6 years ago
- ☆17Nov 19, 2023Updated 2 years ago
- Stock market prediction of a stock using stacked LSTM☆10Jun 7, 2020Updated 6 years ago
- Instant voice cloning by MyShell. Join our Discord community https://discord.gg/myshell and select the Developer role upon joining to gai…☆10Dec 4, 2025Updated 8 months ago
- End To End Tutorial on Time Series Analysis and Forcasting☆23Apr 11, 2020Updated 6 years ago