LevinJ / Supply-demand-forecasting
supply demmand gap prediction for ride-hailing
☆75Updated 6 years ago
Alternatives and similar repositories for Supply-demand-forecasting:
Users that are interested in Supply-demand-forecasting are comparing it to the libraries listed below
- Demand Forecasting Models for Kaggle competition☆80Updated 6 years ago
- M5 Uncertainty kaggle competition, 3rd place solution☆38Updated 10 months ago
- This repository is designed to teach you, step-by-step, how to develop deep learning methods for time series forecasting with concrete an…☆141Updated 6 years ago
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆26Updated 5 years ago
- Ensemble Machine Learning for Time Series: Ensemble of Deep Recurrent Neural Networks and Random forest using a Stacking (averaging) laye…☆35Updated 7 years ago
- Data Analysis and Machine Learning with Python: EDA with ECDF and Correlation analysis, Preprocessing and Feature engineering, L1 (Lasso)…☆32Updated 7 years ago
- Implementation OF KMEans, KMode, Kprototype and Agllomerative Hierarchical Clustering Using Python.☆34Updated 6 years ago
- ☆49Updated 5 years ago
- This machine learning model (LSTM Time Series model) helps us to forecast demand of a supply chain business problem. This model uses Kera…☆27Updated 6 years ago
- Ensemble of ARIMA, prophet and LSTMS RNN☆35Updated 7 years ago
- Financial time series forecast using dual attention RNN☆26Updated 5 years ago
- Dynamic pricing for selling perishable goods☆64Updated 7 years ago
- A machine learning algorithm written to predict severity of insurance claim☆19Updated 8 years ago
- Time-Series forecasting using Stats models, LightGBM & LSTM☆36Updated 4 years ago
- Multivariate time series prediction using LSTM in keras☆33Updated 6 years ago
- Multi-step Time Series Forecasting with ARIMA, LightGBM, and Prophet☆23Updated last month
- My solution to Web Traffic Predictions competition on Kaggle.☆153Updated 6 years ago
- [BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis,…☆211Updated 6 years ago
- Code accompanying paper titled "Optimizing Revenue over Data-driven Assortments" (2021)☆23Updated 3 years ago
- 5th place solution for Kaggle competition Favorita Grocery Sales Forecasting☆254Updated 6 years ago
- GluonTS Implementation of Intermittent Demand Forecasting with Deep Renewal Processes arXiv:1911.10416v1 [cs.LG]☆32Updated 2 years ago
- An LSTM Autoencoder for rare event classification☆108Updated 5 years ago
- Dual Staged Attention Model for Time Series prediction☆67Updated 7 years ago
- Time Series Forecasting for the M5 Competition☆41Updated 3 years ago
- Predict whether a loan will be repaid using automated feature engineering.☆63Updated last year
- Winners of the Power Laws forecasting competition☆62Updated last year
- Using Imblearn To Tackle Imbalanced Data Sets☆37Updated 8 years ago
- This repository contains a throughout explanation on how to create different deep learning models in Keras for multivariate (tabular) tim…☆140Updated 6 years ago
- ☆51Updated 6 years ago
- No Regrets: A deep dive comparison of bandits and A/B testing☆47Updated 6 years ago