demand-forecasting 开源项目推荐（1,205 个）

Alro10 /deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

lixus7 /Time-Series-Works-Conferences

计算机科学顶级会议（NIPS、ICML、ICLR、KDD、AAAI、WWW、IJCAI、CIKM、ICDM、ICDE 等）中的时间序列工作总结

Funkmyster /awesome-supply-chain

A curated list of awesome supply chain blogs, podcasts, standards, projects, and examples.

Knowledge-Precipitation-Tribe /Spatio-Temporal-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

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

S-FM /faim-python-client

Python sdk for zero-shot time-series forecasting

samirsaci /ml-forecast-features-eng

Machine Learning for Retail Sales Forecasting — Features Engineering

AlekhyaBhupati /Demand-Forecasting-Models-for-Supply-Chain-Using-Statistical-and-Machine-Learning-Algorithms

Internship project

bits-bytes-nn /mofc-demand-forecast

Time Series Forecasting for the M5 Competition

AmirhosseinHonardoust /Demand-Forecasting

End-to-end demand forecasting with Python using synthetic time-series sales data. Includes data generation, cleaning, ARIMA/SARIMA model selection by AIC, evaluation with RMSE and MAPE, and 90-day forecasts with confidence intervals. Reproducible scripts and visualizations for portfolio showcase.

anafisa /NYC-Taxi-Demand-Prediction

The primary objective of this project is to build a Real-Time Taxi Demand Prediction Model for every district and zone of NYC.

samirsaci /inventory-stochastic

Inventory Management for Retail — Stochastic Demand

samirsaci /inventory-deterministic

Inventory Management for Retail — Deterministic Demand

emirhansilsupur /supply-chain-analytics-forecasting

This project focuses on Supply Chain Analytics and Demand Forecasting using advanced analytics and models to optimize operations and predict future demand.

RenatoMaynard /Time-series-forecasting-methods

Time Series Forecasting Methods — A collection of Python implementations for essential time series forecasting techniques, including Simple, Double, Triple Exponential Smoothing, and Moving Averages.

Vitens /DBM

Dynamic Bandwidth Monitor; leak detection method implemented in a real-time data historian

weimingwill /inventory-system

E-commerce Inventory System developed using Vue and Vuetify

psweens /ml-forecast-lab

Multi-model ML forecasting for Home Assistant — benchmark, promote, and publish calibrated forecasts as HA sensors. Pi 5 ready.

attila-balint-kul /energy-forecast-benchmark-toolkit

Energy Forecast Benchmark Toolkit is a Python project that aims to provide common tools to benchmark forecast models.

samirsaci /inventory-periodic

Implement inventory management rules based on a periodic review policy