Retail Sales Forecasting ML Frameworks

Projects focused on predicting sales volume, revenue, or demand for retail stores and products using machine learning regression and time-series techniques. Does NOT include ad click prediction, customer behavior classification, or general demand forecasting outside retail contexts.

There are 86 retail sales forecasting frameworks tracked. 1 score above 50 (established tier). The highest-rated is wzhe06/Ad-papers at 51/100 with 4,377 stars.

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#	Framework	Score	Tier	Stars	Language
1	wzhe06/Ad-papers Papers on Computational Advertising	51	Established	4,377	Python
2	seanZhang414/openadserver Open Source Ad Serving Platform with ML-Powered CTR Prediction \| Self-hosted...	48	Emerging	142	Python
3	abhinav-bhardwaj/Walmart-Sales-Time-Series-Forecasting-Using-Machine-Learning Time Series Forecasting of Walmart Sales Data using Deep Learning and...	41	Emerging	37	Jupyter Notebook
4	juancaalcaraz/automatizacion-de-reportes-de-ventas Sistema para generar reportes (en Excel y PDF) automáticamente y crear...	39	Emerging	6	Jupyter Notebook
5	karthickai/Linear-Regression Machine Learning - Linear Regression_Ecommerce_Prediction	39	Emerging	73	Jupyter Notebook
6	TerminalWitchcraft/Xaon Consumer Buying pattern Analysis and Sales Forecasting using Artificial Intelligence.	38	Emerging	15	Python
7	abhit20/ML-Startup-Success ICAIF 2021 Paper "A Machine Learning Approach to Detect Early Signs of...	37	Emerging	18	Jupyter Notebook
8	gopiashokan/Retail-Sales-Analysis-and-Forecast-using-Machine-Learning Build a machine learning model to predict weekly sales with 97.4% accuracy....	37	Emerging	14	Jupyter Notebook
9	himanshu-03/Effective-Targetting-of-Advertisments A Machine Learning project which will help us to predict the number of...	34	Emerging	7	Jupyter Notebook
10	beckyydo/retail-machine-learning Using Python, Javascript, Postgres and HTML built a retail dashboard...	32	Emerging	16	Jupyter Notebook
11	Arash-Mansourpour/Reinforcement-Learning_AD-Optimization AI-powered ad optimization using Reinforcement Learning and Groq API to...	31	Emerging	2	Python
12	Madhuarvind/Retail_sales_analysis A complete exploratory data analysis (EDA) and forecasting project focused...	28	Experimental	31	Python
13	vithika-karan/Retail-Sales-Prediction Sales Prediction : Predicting sales of a major store chain Rossmann; ...	28	Experimental	9	Jupyter Notebook
14	anubhab1710/Big-Mac-Index-Analysis A simple ML and Statistical Case Study analysis to correlate the Big Mac...	28	Experimental	10	Jupyter Notebook
15	smb-h/global-superstore Sales Forecasting Across Global Superstore Branches	27	Experimental	1	Jupyter Notebook
16	samchak18/Capstone_Project_2_Retail_Sales_Prediction AlmaBetter Capstone Project -Machine Learning Project type: Regression....	27	Experimental	5	Jupyter Notebook
17	AmirhosseinHonardoust/Coffee-Shop-Profit-Predictor Predict the profitability of potential coffee shop locations using SQL and...	27	Experimental	43	Python
18	jaywyawhare/Order-Amount-Prediction Order Amount Prediction is a machine learning project that predicts customer...	25	Experimental	6	Jupyter Notebook
19	Fortunatetech/Stores-Sales-Prediction-ML-Project Welcome to this repository! This project uses data science and machine...	25	Experimental	6	Jupyter Notebook
20	project1A1B/Big-Mart-Sales-Prediction Building Big Mart Sales Prediction model	25	Experimental	8	Jupyter Notebook
21	AmanSingh880/Sales_Analytics_GUI_PYTHON_PROJECT The Sales Report Management System is a Python application that helps manage...	25	Experimental	1	Tcl
22	DinAnsh/store_sales_prediction Build a solution that should be able to predict the sales of various items...	25	Experimental	5	PowerShell
23	adityanaranje/Store_Sales_Prediction Prediction of future sales using regression.	25	Experimental	8	Jupyter Notebook
24	Shahrukh2016/Retail_Sales_Prediction Revolutionize sales forecasting for Rossmann stores with our high-accuracy...	24	Experimental	5	Jupyter Notebook
25	kkrishhnaa/Screen-Sense End-to-end data analytics project analyzing children's screen time behavior...	23	Experimental	1	Jupyter Notebook
26	Nizarassad/Black-Friday-Analysis This study investigates the traditions around collective consumptions on...	23	Experimental	4	Jupyter Notebook
27	sandesh-sm/Creative-Fatigue-in-Paid-Social-Advertising This project investigates creative fatigue in paid social advertising by...	22	Experimental	—	Jupyter Notebook
28	ESI-Games/Python--Startup-Success-Prediction-using-Machine-Learning 🚀 Predict startup success using machine learning by analyzing real-world...	22	Experimental	—	Jupyter Notebook
29	Zulkchulo/Ecommerce-Sales-Transaction-Data-Regression-and-EDA 📊 Build a regression model to predict e-commerce sales, utilizing EDA,...	22	Experimental	—	Python
30	sandipanrakshit34/Demand-Forecasting-for-E-Commerce A repository for my summer project internship at Infosys Springboard (2024).	22	Experimental	5	Jupyter Notebook
31	Hugongra/startups-x-model ML Models to predict which startups will receive european funds based on...	22	Experimental	5	Jupyter Notebook
32	aws-samples/retail-large-data-ml-e2e 小売業で予測ベースの発注を実現するためのサンプルソリューション	22	Experimental	17	TypeScript
33	ging/fiware-ml-supermarket Demo: Predicting purchase volume in a supermarket using FIWARE	22	Experimental	6	JavaScript
34	nalmojel/Supermarket-Data-Analysis Machine learning analysis of Saudi Tamimi Supermarket sales data —...	21	Experimental	1	—
35	rahulgaikwad2010/real-time-first-price-auction-machine-learning Setting a reserve price induces this by causing bidders to lose at lower...	21	Experimental	9	Jupyter Notebook
36	SJ2005-code/rossmann_sales_forecast Forecast daily sales for Rossmann stores using XGBoost. Leverage historical...	21	Experimental	1	Jupyter Notebook
37	thaychansy/click-through-rate-prediction Click-Through Rate (CTR) prediction is a crucial task in online advertising...	20	Experimental	6	Jupyter Notebook
38	shaiknavedahmed/product-return-prediction-ml Machine Learning model to predict product returns in e-commerce using Random...	19	Experimental	—	R
39	azurespheredev/display-advertising-challenge Since the data are highly sparse, the basic methodology is to use logistic...	19	Experimental	3	Java
40	AminRezaeeyan/Customer-Ad-Click-Prediction A machine learning model for ad click prediction using a Support Vector...	19	Experimental	3	Jupyter Notebook
41	sparsh0106/Regression-Analysis-of-Ecommerce-Customers Regression Analysis of Ecommerce Customers Dataset using Linear Regression...	19	Experimental	4	Jupyter Notebook
42	farrellwahyudi/Predicting-Ad-Clicks-Classification-by-Using-Machine-Learning In this project I used ML modeling and data analysis to predict ad clicks...	19	Experimental	12	Jupyter Notebook
43	RajXTech07/Tourism-Data-Analytics End-to-end Tourism Data Science project with ML prediction, sentiment...	19	Experimental	4	Jupyter Notebook
44	Ashleshad/WalmartSales Machine Learning Project to predict ratings.	18	Experimental	2	—
45	Rayyan9477/Mart-Sales-Forecasting-Machine-Learning-using-R This project aims to predict the sales of products in various outlets of Big...	18	Experimental	2	R
46	kirab-21/Predicting-Sales-based-on-Ad Goal of this project is to develop an predictive model that accurately...	17	Experimental	1	Jupyter Notebook
47	tushar2704/Rossman-Sales-Forecasting Building a sales forecasting model that predicts future sales for each...	17	Experimental	1	Jupyter Notebook
48	Manju7882/Sales-Forecasting-for-Retail This repository contains a Retail Sales Forecasting project that predicts...	15	Experimental	—	—
49	hung981vpp/supermarket_sales_analysis Phân tích doanh số siêu thị — Luật kết hợp, Phân cụm, Phân lớp, Dự báo chuỗi...	15	Experimental	1	Jupyter Notebook
50	Tonino03/RetailSalesPredictor Sales forecasting model developed for a Data Mining exam. Implements...	14	Experimental	—	Jupyter Notebook
51	davitugl/ad-click-prediction ,,Ad Click Prediction" Model (99.2% AUC) using Logistic Regression	14	Experimental	—	HTML
52	paboAce/Supermart-Grocery-Sales-Analysis 🛒 Analyze and predict grocery sales trends using machine learning on...	14	Experimental	—	Jupyter Notebook
53	thatzme-akbar/Machine-Learning-Based-Product-Prediction-System-for-Drop-shippers- Dropship Project: ML-driven tool utilizing Random Forest classification to...	14	Experimental	15	Jupyter Notebook
54	coderhouse2025-droid/Supertienda Análisis de las sucursales de Supertienda en Latam	14	Experimental	—	Jupyter Notebook
55	naus911/ads-eda-predictor 🤖 Analyze and predict marketing campaign performance with an interactive...	14	Experimental	—	HTML
56	kpinheiro336/analisis-ventas-python Proyecto en Python para análisis de ventas minoristas con Pandas, NumPy,...	14	Experimental	—	Python
57	BCrown7/analisis-ventas-retail (Portfolio Project #1) Análisis de datos de ventas retail con Python	14	Experimental	—	Jupyter Notebook
58	Maryam-Skaik/bigmart-sales-eda Exploratory Data Analysis (EDA) on the BigMart Sales dataset to uncover...	14	Experimental	—	Jupyter Notebook
59	mohamed-saleh-01/Social-Media-Ads-Analytics End-to-End Marketing Analytics: Interactive Power BI Dashboards + Predictive...	14	Experimental	—	Jupyter Notebook
60	nikhilreddy00/LinearRegression Linear Regression model to forecast mobile & tablet sales using advertising...	14	Experimental	—	Jupyter Notebook
61	LucasJavaScript/SALES-DATA-ANALYSIS 📊 Analyze online sales data to uncover top products and customers using...	14	Experimental	—	Python
62	OmarKhaled06/predicting-startups-success-or-failure-using-machine-learning Machine Learning for Investor Risk Assessment This project predicts whether...	14	Experimental	1	Jupyter Notebook
63	Projects-Developer/Big-Mart-Sales-Prediction-Using-Machine-Learning The Big Mart Sales Prediction project aims to predict the sales of various...	13	Experimental	—	—
64	vvdvasan/infosys-competitor-tracker AI-powered e-commerce competitor analysis with price forecasting (0.38%...	13	Experimental	2	Jupyter Notebook
65	MEghlima8/Airline-Passenger-Satisfaction-Prediction A Deep Learning model to predict Airline Passenger Satisfaction with ~96%...	13	Experimental	—	Jupyter Notebook
66	asmaeissa25/-KhazinSmart-Deep-Learning-LSTM-Supply-Chain-trained-on-Walmart-Dataset 📦 AI-powered supply chain optimization for the Moroccan retail market. Built...	13	Experimental	—	JavaScript
67	Tanwar-12/BLACK-FRIDAY-SALES-PREDICTION- Predicting Black Friday sales involves building a model that forecasts the...	12	Experimental	6	Jupyter Notebook
68	ricardocmuller/Video_Game_Sales_Analysis_and_Clustering Using Python and Power BI to explore a video game sales dataset to study...	12	Experimental	6	Jupyter Notebook
69	narex-ai/big-mart-sale-prediction This project tackles the common real-life problem of sales prediction....	12	Experimental	5	R
70	omersel1m/Linear-Regression This repository contains a project that analyzes the impact of TV, radio,...	11	Experimental	—	Jupyter Notebook
71	johnmars-prog/E-commerce-Sales-Data This repository contains an Excel-based dataset of original daily/monthly...	11	Experimental	2	—
72	UdayasGunasekaran/E-commerce-Furniture-Dataset-2024 A dataset of 2,000 AliExpress furniture entries with sales metrics and...	11	Experimental	—	Jupyter Notebook
73	mvnbernardes-source/analise-de-dados-vendas Análise de dados de vendas utilizando Python, SQL e Power BI para gerar...	11	Experimental	—	Jupyter Notebook
74	shib1111111/Steel-Industry-Sales-Forecasting Steel Industry Sales Forecasting, an advanced machine learning framework...	11	Experimental	—	Jupyter Notebook
75	ChristianoDS/rossmann_project Este é um projeto de Machine Learning end-to-end que utiliza o modelo de...	11	Experimental	4	Jupyter Notebook
76	MrittikaDutta/model_deploy-advertising-dataset- A machine learning model deployment project using the Advertising dataset to...	11	Experimental	2	Jupyter Notebook
77	michaelakinosho/sales_predictions Using Data Science principles and techniques will attempt to predict the...	11	Experimental	—	Jupyter Notebook
78	OmBaval/Airline-Customer-Satisfaction This project employs a dataset of 103,904 entries with 25 features....	11	Experimental	—	Jupyter Notebook
79	wassimOubaziz/sad-project This project aims to predict weekly sales for Walmart stores using machine...	11	Experimental	—	Jupyter Notebook
80	Yonish18/stats202-final-project Machine learning pipeline for predicting query–URL relevance using feature...	11	Experimental	—	Python
81	Swastik-Roy-Choudhury/Swastik-Infosys-Nov24 FutureCart: AI-Driven Demand Prediction for Smarter Retail	10	Experimental	2	Jupyter Notebook
82	arnabberawork/Future-Sales-Prediction Internship Assignment - Machine learning-based solution to accurately...	10	Experimental	2	Jupyter Notebook
83	xoraus/BigMart-SalesPrediction-xgboost According to the information provided, Bigmart is a big supermarket chain,...	10	Experimental	2	Jupyter Notebook
84	deyem1/ML-Advertising-clicks An Analysis and prediction of an advertising dataset to predict if readers...	10	Experimental	2	Jupyter Notebook
85	Tesfamichael12/rossmann-pharmaceuticals-salse-forcasting This repository contains a machine learning project aimed at predicting...	10	Experimental	2	Jupyter Notebook
86	elhariri78/Amazon-uk-Sales-forecasting-2018-2021-Dataset This repository contains data related to Amazon UK sales from 2018 to 2021	10	Experimental	2	—