Projects in Awesome Lists tagged with demand-forecasting
A curated list of projects in awesome lists tagged with demand-forecasting .
https://github.com/alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction
Last synced: 15 May 2025
https://github.com/Alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction
Last synced: 26 Mar 2025
https://github.com/lixus7/Time-Series-Works-Conferences
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
accident-detection anomaly-detection deep-learning demand-forecasting location multivariate-timeseries paper-list probabilistic-models spatio-temporal spatio-temporal-data spatio-temporal-modeling spatio-temporal-prediction time-series time-series-forecasting time-series-imputation time-series-prediction traffic-prediction travel-time-prediction
Last synced: 01 May 2025
https://github.com/bits-bytes-nn/mofc-demand-forecast
Time Series Forecasting for the M5 Competition
altair deepar demand-forecasting gluonts hyperopt kats lightgbm prophet time-series-analysis tsfresh vector-autoregression
Last synced: 17 Mar 2025
https://github.com/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.
benchmark-framework benchmarking demand-forecasting forecasting timeseries-forecasting
Last synced: 08 Apr 2026
https://github.com/cloudera/cml_amp_structural_time_series
Applying a structural time series approach to California hourly electricity demand data.
demand-forecasting prophet time-series
Last synced: 29 Jul 2025
https://github.com/airsim/tvlsim
The Travel Market Simulator project aims at providing reference implementation, mainly in C++, of a travel market simulator.
customer-choice demand-forecasting discrete-event-simulation revenue-management schedule-management simulation
Last synced: 18 Jan 2026
https://github.com/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.
demand-forecasting supply-chain-management
Last synced: 07 May 2025
https://github.com/youngmki/walmart-sales-forecast
Time Series Forecasting for Walmart Store Sales
amazon-forecast demand-forecasting plotly time-series-analysis
Last synced: 16 Aug 2025
https://github.com/webartifex/urban-meal-delivery-demand-forecasting
[READ-ONLY MIRROR] LaTeX files for the paper "Real-time Demand Forecasting for an Urban Delivery Platform"
demand-forecasting forecasting machine-learning meal-delivery meal-delivery-service prediction
Last synced: 04 Mar 2026
https://github.com/pegah-ardehkhani/air-passenger-demand-forecasting
Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions
arima-forecasting arma auto-regressive auto-regressive-model boxcox decomposition demand-forecasting dickey-fuller dickey-fuller-test flight-data lstm machine-learning machine-learning-algorithms non-stationary qqplot tensorflow time-series time-series-analysis time-series-data time-series-forecasting
Last synced: 27 Oct 2025
https://github.com/Pegah-Ardehkhani/Air-Passenger-Demand-Forecasting
Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions
arima-forecasting arma auto-regressive auto-regressive-model boxcox decomposition demand-forecasting dickey-fuller dickey-fuller-test flight-data lstm machine-learning machine-learning-algorithms non-stationary qqplot tensorflow time-series time-series-analysis time-series-data time-series-forecasting
Last synced: 24 Apr 2025
https://github.com/avrtt/price-profiler
E-commerce pricing optimization & dynamic user profiling
arima collaborative-filtering demand-forecasting ecommerce kmeans-clustering pricing-optimization principal-component-analysis time-series user-profiling
Last synced: 24 May 2026
https://github.com/jpcadena/onemetric-plus
OneMetric+ project for analytical tool on demand forecast and outlier detection
black-formatter data-analysis data-analytics data-science data-visualization demand-forecasting isort machine-learning matplotlib mypy numpy outlier-detection pandas pre-commit-hook pydantic python ruff scikit-learn seaborn solid-principles
Last synced: 10 Apr 2026
https://github.com/dilrux10/saleseye
SalesEye - A Fashion Retail Management System with Demand Prediction
demand-forecasting express-js mongodb node-js powerbi reactjs
Last synced: 15 Feb 2026
https://github.com/shaurya35/stockwise-inventory-manager
Stockwise is a cutting-edge web application designed for efficient inventory management through advanced demand forecasting techniques. This project addresses the critical challenges organizations face in predicting demand, managing stock levels, and ensuring customer satisfaction.
automated-ordering business-analytics demand-forecasting inventory-management predective-modeling stock-management supply-chain
Last synced: 15 May 2025
https://github.com/predicthq/streamlit-location-insights-demo
A simple application that demonstrates the power of PredictHQ's APIs.
demand-forecasting predicthq streamlit
Last synced: 09 May 2026
https://github.com/atharvapathak/sales_forecasting_project
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
datamining demand-forecasting feature-engineering machine-learning machinelearning python regression-trees retail sales sales-forecasting seaborn sklearn statsmodels time-series-analysis time-series-decomposition
Last synced: 12 Apr 2026
https://github.com/loccx78vn/forecasting_time_series
You will learn about building ARIMA and Ensemble Machine Learning to forecast time series data in R
demand-forecasting machine-learning supply-chain-management
Last synced: 19 Mar 2026
https://github.com/coding-with-dilara/stock-management
Stock Management and Demand Forecasting Project for Micro Businesses with Spring Boot
backend bootstrap5 chartjs crud demand-forecasting hibernate java lombok maven mysql postman spring-boot spring-mvc spring-security stock-management sts4 thymeleaf webapplication
Last synced: 05 Apr 2026
https://github.com/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.
data-science demand-forecasting exponential-smoothing forecasting holt-winters holt-winters-forecasting moving-average python python-for-everybody seasonality statistics time-series time-series-analysis timeseries-forecasting trend-analysis
Last synced: 17 May 2026
https://github.com/kualta/cast
crypto demand forecasting
data-science demand-forecasting python
Last synced: 23 Mar 2025
https://github.com/alessiosavi/demand-forecast
A Torch network that leverages time series and product metadata to perform demand-forecast
demand-forecasting pytorch timeseries-forecasting
Last synced: 16 Jan 2026
https://github.com/smit-parekh/deep-demand-forecast-retail
End-to-end Deep Learning (TFT) demand forecasting system for Retail/FMCG with automated MLOps pipeline on Google Cloud (Vertex AI) for inventory optimization. Demonstrates advanced time series modeling, feature engineering, explainability (SHAP), and scalable deployment.
data-science deep-learning demand-forecasting explainable-ai feature-engineering fmcg google-cloud inventory-optimization llmops machine-learning mlops python pytorch retail shap supply-chain temporal-fusion-transformer time-series vertex-ai
Last synced: 19 May 2026
https://github.com/shubham001official/fmcg-demand-forecasting
Transformer-based demand forecasting system with Streamlit dashboard and KPI insights. Time-series forecasting application using Amazon Chronos and PyTorch.
demand-forecasting machine-learning time-series-forecasting
Last synced: 02 Jun 2026
https://github.com/hermann-web/demand-forecasting-with-python
How to make forecast with python ? I develop a software that allows to : - Make commercial forecasts from a history - Compare several forecasting methods - Display the results (forecasts and comparison)
arima arima-forecasting arima-model demand-forecasting exponential-smoothing forecast forecasting-methods forecasting-models lstm machine-learning python statsmodels time-series
Last synced: 08 Sep 2025
https://github.com/munas-git/usa-energy-demand-forecasting-prophet-neuralprophet
Optimized demand forecasting using time series modeling with Prophet and NeuralProphet. Includes autoregressive memory, holiday effects, time-aware cross-validation, and hyperparameter tuning. Delivers interpretable, multi-horizon predictions for short-term accuracy and long-term grid planning purposes.
demand-forecasting demand-modeling energy-consumption energy-forecasting facebook-prophet neural-prophet python timeseries-forecasting
Last synced: 18 Apr 2026
https://github.com/jeremy-cleland/parking_optimization
Real-time collaborative parking optimization system using advanced algorithms including game theory Nash equilibrium, A* pathfinding, ML forecasting, and driver psychology modeling. CIS 505 project demonstrating practical algorithm applications in urban planning.
a-star algorithms api-integration data-visualization demand-forecasting driver-behavior dynamic-pricing dynamic-programming game-theory graph-algorithms machine-learning nash-equilibrium parking-optimization python real-time-optimization route-optimization simulation traffic-management university-of-michigan urban-planning
Last synced: 19 Jul 2025
https://github.com/nadirrezaou/demand-forecasting-with-random-forest
Forecasting product demand using Random Forest and sales data preprocessing.
data-science demand-forecasting machine-learning python random-forest regression sales-prediction sklearn
Last synced: 04 May 2026
https://github.com/tuni56/demand-forecasting-system
Build predictive analytics solution for inventory management.
aws-cloudwatch aws-dynamodb aws-lambda demand-forecasting forecasting-models prophet-model python
Last synced: 26 Mar 2025
https://github.com/zuzann18/uber-demand-analysis
Uber Demand Analysis in NYC | Time Series Analysis, Data Visualization, Correlation Analysis, Feature Engineering | Exploring the impact of weather, holidays, and location using Python (Pandas, NumPy, Matplotlib, Seaborn), Jupyter Notebook.
demand-forecasting time-series-analysis
Last synced: 31 Mar 2025
