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 83 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...	44	Emerging	142	Python
3	juancaalcaraz/automatizacion-de-reportes-de-ventas Sistema para generar reportes (en Excel y PDF) automáticamente y crear...	37	Emerging	6	Jupyter Notebook
4	abhinav-bhardwaj/Walmart-Sales-Time-Series-Forecasting-Using-Machine-Learning Time Series Forecasting of Walmart Sales Data using Deep Learning and...	34	Emerging	37	Jupyter Notebook
5	karthickai/Linear-Regression Machine Learning - Linear Regression_Ecommerce_Prediction	32	Emerging	73	Jupyter Notebook
6	TerminalWitchcraft/Xaon Consumer Buying pattern Analysis and Sales Forecasting using Artificial Intelligence.	31	Emerging	15	Python
7	gopiashokan/Retail-Sales-Analysis-and-Forecast-using-Machine-Learning Build a machine learning model to predict weekly sales with 97.4% accuracy....	30	Emerging	14	Jupyter Notebook
8	amalsalilan/GrocerGenius_AI_Based_Supermarket_Sales_Prediction_Infosys_Internship_Oct2024 This repository contains GrocerGenius, an AI-driven supermarket sales...	30	Emerging	7	Jupyter Notebook
9	abhit20/ML-Startup-Success ICAIF 2021 Paper "A Machine Learning Approach to Detect Early Signs of...	30	Emerging	18	Jupyter Notebook
10	Arash-Mansourpour/Reinforcement-Learning_AD-Optimization AI-powered ad optimization using Reinforcement Learning and Groq API to...	29	Experimental	2	Python
11	himanshu-03/Effective-Targetting-of-Advertisments A Machine Learning project which will help us to predict the number of...	27	Experimental	7	Jupyter Notebook
12	SanjulaD/retailAI-ip-cw RetailGenZ - Retail Analytics using Artificial Intelligence :rocket:	25	Experimental	5	JavaScript
13	beckyydo/retail-machine-learning Using Python, Javascript, Postgres and HTML built a retail dashboard...	25	Experimental	16	Jupyter Notebook
14	kkrishhnaa/Screen-Sense End-to-end data analytics project analyzing children's screen time behavior...	23	Experimental	1	Jupyter Notebook
15	Yakketo/analisis_supermarket Proyecto de análisis de datos para predecir las ventas de un supermercado....	23	Experimental	1	Python
16	AmirhosseinHonardoust/Coffee-Shop-Profit-Predictor Predict the profitability of potential coffee shop locations using SQL and...	23	Experimental	43	Python
17	shaiknavedahmed/product-return-prediction-ml Machine Learning model to predict product returns in e-commerce using Random...	22	Experimental	—	R
18	kainemonkey/retail-sales-analysis-project 📊 Analyze and forecast retail sales with historical data using ML...	22	Experimental	—	Jupyter Notebook
19	Madhuarvind/Retail_sales_analysis A complete exploratory data analysis (EDA) and forecasting project focused...	22	Experimental	31	Python
20	DanyQuetzal/Azure-ML-Previsao-Vendas-Regressao-Linear 🌡️ Predict ice cream sales using linear regression with Azure ML, optimizing...	22	Experimental	—	Python
21	LipunKumarDalai/Well-Predict-System In-depth analysis with ML-ops pipeline.	22	Experimental	—	Jupyter Notebook
22	Zulkchulo/Ecommerce-Sales-Transaction-Data-Regression-and-EDA 📊 Build a regression model to predict e-commerce sales, utilizing EDA,...	22	Experimental	—	Python
23	sandesh-sm/Creative-Fatigue-in-Paid-Social-Advertising This project investigates creative fatigue in paid social advertising by...	22	Experimental	—	Jupyter Notebook
24	ESI-Games/Python--Startup-Success-Prediction-using-Machine-Learning 🚀 Predict startup success using machine learning by analyzing real-world...	22	Experimental	—	Jupyter Notebook
25	vithika-karan/Retail-Sales-Prediction Sales Prediction : Predicting sales of a major store chain Rossmann; ...	21	Experimental	9	Jupyter Notebook
26	anubhab1710/Big-Mac-Index-Analysis A simple ML and Statistical Case Study analysis to correlate the Big Mac...	21	Experimental	10	Jupyter Notebook
27	samchak18/Capstone_Project_2_Retail_Sales_Prediction AlmaBetter Capstone Project -Machine Learning Project type: Regression....	20	Experimental	5	Jupyter Notebook
28	smb-h/global-superstore Sales Forecasting Across Global Superstore Branches	20	Experimental	1	Jupyter Notebook
29	Fortunatetech/Stores-Sales-Prediction-ML-Project Welcome to this repository! This project uses data science and machine...	18	Experimental	6	Jupyter Notebook
30	jaywyawhare/Order-Amount-Prediction Order Amount Prediction is a machine learning project that predicts customer...	18	Experimental	6	Jupyter Notebook
31	project1A1B/Big-Mart-Sales-Prediction Building Big Mart Sales Prediction model	18	Experimental	8	Jupyter Notebook
32	DinAnsh/store_sales_prediction Build a solution that should be able to predict the sales of various items...	18	Experimental	5	PowerShell
33	adityanaranje/Store_Sales_Prediction Prediction of future sales using regression.	18	Experimental	8	Jupyter Notebook
34	AmanSingh880/Sales_Analytics_GUI_PYTHON_PROJECT The Sales Report Management System is a Python application that helps manage...	18	Experimental	1	Tcl
35	Shahrukh2016/Retail_Sales_Prediction Revolutionize sales forecasting for Rossmann stores with our high-accuracy...	17	Experimental	5	Jupyter Notebook
36	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	17	Experimental	17	TypeScript
37	RajXTech07/Tourism-Data-Analytics End-to-end Tourism Data Science project with ML prediction, sentiment...	17	Experimental	4	Jupyter Notebook
38	Nizarassad/Black-Friday-Analysis This study investigates the traditions around collective consumptions on...	16	Experimental	4	Jupyter Notebook
39	nalmojel/Supermarket-Data-Analysis Machine learning analysis of Saudi Tamimi Supermarket sales data —...	15	Experimental	1	—
40	SJ2005-code/rossmann_sales_forecast Forecast daily sales for Rossmann stores using XGBoost. Leverage historical...	15	Experimental	1	Jupyter Notebook
41	ging/fiware-ml-supermarket Demo: Predicting purchase volume in a supermarket using FIWARE	15	Experimental	6	JavaScript
42	sandipanrakshit34/Demand-Forecasting-for-E-Commerce A repository for my summer project internship at Infosys Springboard (2024).	15	Experimental	5	Jupyter Notebook
43	Hugongra/startups-x-model ML Models to predict which startups will receive european funds based on...	15	Experimental	5	Jupyter Notebook
44	Manju7882/Sales-Forecasting-for-Retail This repository contains a Retail Sales Forecasting project that predicts...	15	Experimental	—	—
45	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
46	sonukumardataanalyst5/Superstore-Sales-Marketing-Campaign-Analysis-Capstone-Project An end-to-end data analytics project to analyze a retail marketing campaign...	14	Experimental	—	Jupyter Notebook
47	mvnbernardes-source/analise-de-dados-vendas Análise de dados de vendas utilizando Python, SQL e Power BI para gerar...	14	Experimental	—	Jupyter Notebook
48	LucasJavaScript/SALES-DATA-ANALYSIS 📊 Analyze online sales data to uncover top products and customers using...	14	Experimental	—	Python
49	nikhilreddy00/LinearRegression Linear Regression model to forecast mobile & tablet sales using advertising...	14	Experimental	—	Jupyter Notebook
50	coderhouse2025-droid/Supertienda Análisis de las sucursales de Supertienda en Latam	14	Experimental	—	Jupyter Notebook
51	Tonino03/RetailSalesPredictor Sales forecasting model developed for a Data Mining exam. Implements...	14	Experimental	—	Jupyter Notebook
52	hossamyaser/Website-Data-Analysis 📊 Analyze website traffic and user engagement to optimize marketing...	14	Experimental	—	Jupyter Notebook
53	akashreddyyy/sales-revenue-optimization 📊 Optimize sales revenue by analyzing retail performance with SQL, Python,...	14	Experimental	—	Jupyter Notebook
54	naus911/ads-eda-predictor 🤖 Analyze and predict marketing campaign performance with an interactive...	14	Experimental	—	HTML
55	MalayThoria/sales-rca-engine End-to-end Sales RCA engine — detects anomalies in 400K sales transactions...	14	Experimental	—	Jupyter Notebook
56	BCrown7/analisis-ventas-retail (Portfolio Project #1) Análisis de datos de ventas retail con Python	14	Experimental	—	Jupyter Notebook
57	davitugl/ad-click-prediction ,,Ad Click Prediction" Model (99.2% AUC) using Logistic Regression	14	Experimental	—	HTML
58	kpinheiro336/analisis-ventas-python Proyecto en Python para análisis de ventas minoristas con Pandas, NumPy,...	14	Experimental	—	Python
59	saitejasrivilli/ad-auction-engine Production-grade distributed ad auction engine — second-price (Vickrey)...	14	Experimental	—	Go
60	Yonish18/stats202-final-project Machine learning pipeline for predicting query–URL relevance using feature...	14	Experimental	—	Python
61	paboAce/Supermart-Grocery-Sales-Analysis 🛒 Analyze and predict grocery sales trends using machine learning on...	14	Experimental	—	Jupyter Notebook
62	rahulgaikwad2010/real-time-first-price-auction-machine-learning Setting a reserve price induces this by causing bidders to lose at lower...	14	Experimental	9	Jupyter Notebook
63	Niroop8305/Sparkathon-2025---website AI-driven retail analytics platform with predictive inventory management,...	14	Experimental	3	JavaScript
64	mohamed-saleh-01/Social-Media-Ads-Analytics End-to-End Marketing Analytics: Interactive Power BI Dashboards + Predictive...	14	Experimental	—	Jupyter Notebook
65	Maryam-Skaik/bigmart-sales-eda Exploratory Data Analysis (EDA) on the BigMart Sales dataset to uncover...	14	Experimental	—	Jupyter Notebook
66	Oswaldketonou/walmart_sales_project End-to-end SQL + Analytics case study using Walmart sales data.	14	Experimental	—	R
67	thaychansy/click-through-rate-prediction Click-Through Rate (CTR) prediction is a crucial task in online advertising...	13	Experimental	6	Jupyter Notebook
68	OmarKhaled06/predicting-startups-success-or-failure-using-machine-learning Machine Learning for Investor Risk Assessment This project predicts whether...	12	Experimental	1	Jupyter Notebook
69	farrellwahyudi/Predicting-Ad-Clicks-Classification-by-Using-Machine-Learning In this project I used ML modeling and data analysis to predict ad clicks...	12	Experimental	12	Jupyter Notebook
70	AminRezaeeyan/Customer-Ad-Click-Prediction A machine learning model for ad click prediction using a Support Vector...	12	Experimental	3	Jupyter Notebook
71	sparsh0106/Regression-Analysis-of-Ecommerce-Customers Regression Analysis of Ecommerce Customers Dataset using Linear Regression...	12	Experimental	4	Jupyter Notebook
72	azurespheredev/display-advertising-challenge Since the data are highly sparse, the basic methodology is to use logistic...	12	Experimental	3	Java
73	Projects-Developer/Big-Mart-Sales-Prediction-Using-Machine-Learning The Big Mart Sales Prediction project aims to predict the sales of various...	11	Experimental	—	—
74	asmaeissa25/-KhazinSmart-Deep-Learning-LSTM-Supply-Chain-trained-on-Walmart-Dataset 📦 AI-powered supply chain optimization for the Moroccan retail market. Built...	11	Experimental	—	JavaScript
75	ShahaDeven/Rossman_sales_project Production ML pipeline for Rossmann store sales forecasting using PyTorch...	11	Experimental	—	Jupyter Notebook
76	MEghlima8/Airline-Passenger-Satisfaction-Prediction A Deep Learning model to predict Airline Passenger Satisfaction with ~96%...	11	Experimental	—	Jupyter Notebook
77	ShemaKevin62/Classifying-Sales-Calls Turning salesforce lead, oppty, & sales activities data => Sales predictions...	11	Experimental	—	Jupyter Notebook
78	moazmo/walmart-sales-forecasting Professional ML-powered sales forecasting system with React frontend,...	11	Experimental	—	Jupyter Notebook
79	UdayasGunasekaran/E-commerce-Furniture-Dataset-2024 A dataset of 2,000 AliExpress furniture entries with sales metrics and...	11	Experimental	—	Jupyter Notebook
80	Rayyan9477/Mart-Sales-Forecasting-Machine-Learning-using-R This project aims to predict the sales of products in various outlets of Big...	11	Experimental	2	R
81	Ashleshad/WalmartSales Machine Learning Project to predict ratings.	11	Experimental	2	—
82	kirab-21/Predicting-Sales-based-on-Ad Goal of this project is to develop an predictive model that accurately...	10	Experimental	1	Jupyter Notebook
83	tushar2704/Rossman-Sales-Forecasting Building a sales forecasting model that predicts future sales for each...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Retail-Sales-Analysis-and-Forecast-using-Machine-Learning and retail-sales-analysis-project (30 vs 22)