sales-forecasting 开源项目推荐（523 个）

Alro10 /deep-learning-time-series

使用深度学习进行时间序列预测的论文、代码和实验列表

jomariya23156 /sales-forecast-mlops-at-scale

Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more

samirsaci /ml-forecast-features-eng

Machine Learning for Retail Sales Forecasting — Features Engineering

akshitvjain /product-sales-forecasting

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

aasimansari1 /Sales-Forecasting-System

基于 AI 的销售预测平台，包含 5 个机器学习模型（XGBoost、ARIMA、Prophet、LSTM）、交互式仪表盘、异常检测、RFM 客户细分与库存管理

30lm32 /ml-time-series-analysis-on-sales-data

Time Series Decomposition techniques and random forest algorithm on sales data

sdntsng /sheety-crm

A stateless, open-source CRM built on Google Sheets

Lintianqianjin /Sales-forecast-LSTM

使用LSTM预测商品销量，考虑销量激增点影响

jonathanrao99 /Inventory-Management-System

📦 AI-Powered Inventory Management System with LSTM predictions, real-time analytics, and beautiful dashboard

Incalos /Sales-Predict-With-LSTM

This project involves using multi-layer LSTMs to predict the sales problem.

rajtulluri /Olist-business-analysis

对巴西电商巨头 Olist 的客户、产品、订单和发货进行详细分析。

MonicaDara /Sales-Analysis-Dashboard-PowerBI

Enable stakeholders with an engaging Power BI dashboard illustrating key e-commerce performance indicators and patterns. Evaluate sales data, predict forthcoming trends, and formulate knowledgeable approaches to foster business expansion.

tushar2704 /Store-Demand-Forecasting

This project predicts the sales demand for various items in different stores based on historical sales data. The objective is to develop a machine learning model that can provide accurate forecasts for future sales of each store-item combination.

rasmodev /Time-Series-Forecasting---ML-Regression-Project

This project focuses on time series forecasting to predict store sales for Corporation Favorita, a large Ecuadorian-based grocery retailer. The goal is to build a model that accurately predicts the unit sales for thousands of items sold at different Favorita stores.

TerminalWitchcraft /Xaon

Consumer Buying pattern Analysis and Sales Forecasting using Artificial Intelligence.

grimmlab /HorticulturalSalesPredictions

Machine Learning Outperforms Classical Forecasting on Horticultural Sales Predictions

T-Sunm /fswe-sales-forecasting

End-to-end sales forecasting and XAI pipeline for weather-sensitive retail demand using PostgreSQL, dbt, FastAPI, and Streamlit.

thuynh323 /Time-series-forecasting

Exponential Smoothing, SARIMA, Facebook Prophet

Praveendinesha /Sales-Insights-Analysis_E-Commerce

Empower decision-makers with an interactive Power BI dashboard showcasing e-commerce performance metrics and trends. Analyze sales data, forecast future trends, and drive informed strategies for business growth.

ashishpatel26 /DataCo-SMART-SUPPLY-CHAIN-FOR-BIG-DATA-ANALYSIS

DataCo SMART SUPPLY CHAIN FOR BIG DATA ANALYSIS