Inventory Management Systems ML Frameworks

AI-powered inventory optimization platforms with demand forecasting, stock level management, and supply chain analytics. Does NOT include general supply chain logistics, warehouse automation hardware, or pure demand forecasting without inventory optimization.

There are 53 inventory management systems frameworks tracked. The highest-rated is frenkowski/SCIMAI-Gym at 44/100 with 104 stars.

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#	Framework	Score	Tier	Stars	Language
1	frenkowski/SCIMAI-Gym A Python library for addressing the supply chain inventory management...	44	Emerging	104	Jupyter Notebook
2	jonathanrao99/Inventory-Management-System 📦 AI-Powered Inventory Management System with LSTM predictions, real-time...	40	Emerging	18	HTML
3	hoangsonww/Inventory-Management 📦 This repository contains an Inventory Management System (Simulator)...	37	Emerging	14	Python
4	saru2020/InventoryOptimizer This project provides an inventory optimization tool that uses synthetic...	36	Emerging	7	Python
5	CodeByPinar/WorldPopulationAnalysis2024 World Population Analysis 2024: An In-Depth Exploration of Urban and Rural...	32	Emerging	3	Jupyter Notebook
6	jtkhair/aiship_webapp This web application is developed based on the joint work between the Marine...	30	Emerging	2	HTML
7	galafis/Supply-Chain-Optimization Supply chain transportation problem solver using PuLP linear programming — Python	29	Experimental	1	Python
8	natta43/Freight_Optimization 🚛 Optimize freight routing with machine learning and linear programming to...	27	Experimental	1	Jupyter Notebook
9	saswat555/intercessor A smart ware-house management system	24	Experimental	101	HTML
10	virbahu/supply-chain-optimization-from-scratch Build supply chain optimization models from zero - pure implementation step by step	23	Experimental	1	Jupyter Notebook
11	virbahu/supply-chain-python-cookbook 49 production-ready Python recipes for supply chain management	23	Experimental	1	Jupyter Notebook
12	virbahu/supply-chain-ai-for-beginners 19 Lessons - Master AI for Supply Chain Management from fundamentals to production	23	Experimental	1	Jupyter Notebook
13	virbahu/supply-chain-data-science-handbook The complete supply chain data science handbook as Jupyter notebooks	23	Experimental	1	Jupyter Notebook
14	vinod-polinati/warehouse-optimization-system This project is used in identifying the most cost-effective method to...	23	Experimental	3	Jupyter Notebook
15	virbahu/ai-sourcing-advisor AI-powered strategic sourcing advisor with market intelligence	22	Experimental	—	Python
16	virbahu/supply-chain-twin-platform Supply chain digital twin platform with real-time synchronization	22	Experimental	—	Python
17	smkwray/geoluck How much of country prosperity can be predicted from geography? ML models on...	22	Experimental	—	Python
18	virbahu/esg-supply-chain-scorer ESG (Environmental, Social, Governance) scoring framework for supply chain partners	22	Experimental	—	Python
19	virbahu/gnn-supply-chain-mapper Graph neural network approach to supply chain mapping and risk	22	Experimental	—	Python
20	virbahu/sustainable-sourcing-ai AI-powered sustainable sourcing with environmental impact scoring	22	Experimental	—	Python
21	virbahu/container-loading-3d 3D container loading bin packing heuristics	22	Experimental	—	Python
22	virbahu/ai-inventory-copilot AI inventory management copilot with natural language interface	22	Experimental	—	Python
23	virbahu/ai-demand-tower AI demand sensing tower with multi-horizon planning	22	Experimental	—	Python
24	virbahu/container-dwell-predictor Container dwell time prediction at ports and intermodal terminals	22	Experimental	—	Python
25	virbahu/inventory-segmentation-ai AI-driven inventory segmentation for differentiated replenishment policies	22	Experimental	—	Python
26	virbahu/sustainable-packaging-ai AI-optimized sustainable packaging selection with waste reduction	22	Experimental	—	Python
27	virbahu/supplier-risk-ai-v3 Supplier risk AI v3 with real-time monitoring and auto-mitigation	22	Experimental	—	Python
28	virbahu/ai-demand-orchestrator AI demand orchestrator for unified demand planning across channels	22	Experimental	—	Python
29	virbahu/sc-resilience-ai-v2 SC resilience AI v2 with predictive disruption avoidance	22	Experimental	—	Python
30	Team-Shipyard-Shenanigans/Container-Movement-Optimizer Our capstone project in Artificial Intelligence	21	Experimental	1	Python
31	Pegah-Ardehkhani/SupplyChain-LateDeliveryRisk Predicting Late Delivery Risk in Supply Chains using Machine Learning with...	20	Experimental	3	Jupyter Notebook
32	Fidelisaboke/food-security-analysis A machine learning analysis of household food security status and its...	19	Experimental	2	Jupyter Notebook
33	Danish210507/FantasticTribble A web-based application to forecast Gross Domestic Product (GDP) using the...	18	Experimental	1	HTML
34	mirzayasirabdullahbaig07/SmartStore-AI Intelligent Retail Shelf Monitoring Simulation SmartStore AI is an...	18	Experimental	10	Python
35	mariavpavlova/ESG-FTSE-Corpus A corpus of news articles with ESG relevance labels.	18	Experimental	2	—
36	gsanaev/esg-classification A complete end-to-end framework for classifying corporate ESG performance...	17	Experimental	—	Jupyter Notebook
37	so-sc/rudra-nivhack Demand Forecasting and Inventory Management System	17	Experimental	1	TypeScript
38	Abishakm1507/ai-train-induction-planning-and-scheduling AI-driven operations management platform for the Kochi Metro Rail Limited...	15	Experimental	—	HTML
39	KOURIA13/checkout-prediction-ai AI-powered checkout optimization system predicting wait time, congestion and...	15	Experimental	1	Python
40	manish930s/Vendor-Invoice-Intelligence-System AI-driven analytics portal for predicting vendor freight costs and...	14	Experimental	—	Python
41	kangwooho0126-prog/Inventory-Intelligence-System AI-driven inventory intelligence system for demand pattern detection and...	14	Experimental	—	Python
42	MukundaKatta/stocksense AI demand forecasting and inventory optimization platform	14	Experimental	—	TypeScript
43	panduajiwicaksono/AI_For_Perishable_Goods_Prediction This project aims to reduce food waste in Shopee Supermarket by accurately...	14	Experimental	—	Jupyter Notebook
44	SHAIKANASBASHA-55/Salesprediction AI-powered sales forecasting dashboard — RF + GBM + Deep MLP ensemble, live...	14	Experimental	1	HTML
45	olgachitembo/Python-and-Data-Analytics-Project Global GDP per Capita Analysis, Clustering & Forecasting (2000–2030) using...	14	Experimental	—	Jupyter Notebook
46	nithishkumar-dev-10/kitchenstock-ai AI-powered kitchen inventory system that tracks ingredient usage and...	14	Experimental	—	Python
47	nithink-pixel/supply-chain-disruption-detector Real-time AI supply chain disruption detector — FinBERT NLP + XGBoost ML +...	14	Experimental	—	Python
48	janakisowmya/sales-forecasting-platform sales forecasting platform with React, FastAPI, and ML models (ARIMA,...	14	Experimental	1	TypeScript
49	CoderNitu/Inven_Track A Smart Inventory & Supply Chain Tracker built with Django + ML.	12	Experimental	4	JavaScript
50	17livincent/SigNormApp Web application for easily preprocessing time-series data. Also my honors...	11	Experimental	—	JavaScript
51	Alison-Sousa/international-business-risk International Risk	11	Experimental	2	TeX
52	figo2001/World-GDP-Prediction-World-Economics-Prediction The goal is to develop a predictive model that can estimate Gross Domestic...	11	Experimental	—	Jupyter Notebook
53	tanmoyie/facility-location-optimization-model A collaborative AI-powered data science project to solve facility-location...	11	Experimental	—	—