A Machine Learning Case Study to predict the Demand of Yellow Taxi in New York City at given location and at a given time interval.
☆13Nov 19, 2018Updated 7 years ago
Alternatives and similar repositories for Taxi-Demand-Prediction-New-York-City
Users that are interested in Taxi-Demand-Prediction-New-York-City are comparing it to the libraries listed below
Sorting:
- Using LSTM networks to predict demand per location in Manhattan.☆15Mar 6, 2021Updated 5 years ago
- [Big Data Analytics]Analyzing relationship between changes in weather and its impact on the city taxis☆13Apr 29, 2017Updated 8 years ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆12Jun 7, 2013Updated 12 years ago
- Stochastic multi-depot VRP with RL☆16Mar 20, 2025Updated 11 months ago
- ☆11Jan 11, 2022Updated 4 years ago
- Optimal travel routing through a network of electric vehicle charging and alternative fuel stations☆16Mar 2, 2023Updated 3 years ago
- dc数据竞赛 汽车出行预测☆10Dec 12, 2018Updated 7 years ago
- Tutorial on image dataset curation☆13Feb 18, 2025Updated last year
- An Electric Vehicle Routing Problem with limited charging capacity at stations☆12Mar 10, 2019Updated 7 years ago
- An Algorithm for Ridesharing☆10May 8, 2018Updated 7 years ago
- Source code of queueing-based vehicle dispatching framework☆13Feb 20, 2019Updated 7 years ago
- Implementation of different techniques to solve the Set Covering Problem (SCP).☆11Feb 18, 2026Updated 2 weeks ago
- Capacitated Vehicle Routing Problem with Time Windows☆13Feb 19, 2021Updated 5 years ago
- DRL for Dynamic Stochastic Vehicle Routing Problem with Time Window☆15Oct 23, 2023Updated 2 years ago
- ☆15Jul 3, 2019Updated 6 years ago
- Taxi Origin-Destination Demand Prediction☆56Jul 4, 2020Updated 5 years ago
- ☆18Sep 15, 2017Updated 8 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆17Jun 19, 2023Updated 2 years ago
- Taxi Trajectory Prediction☆15Sep 6, 2017Updated 8 years ago
- This project is the problem solving code for the Question B of the graduate mathematics modeling competition. Modeling of Fibre Channel a…☆18Sep 22, 2018Updated 7 years ago
- ☆18Jan 7, 2022Updated 4 years ago
- A peper list for machine learning models solving combinatorial problems, NP-hard problems and problems in graphs.☆14Aug 14, 2020Updated 5 years ago
- Ev charging station demand Prediction for integration with microgrid optimization☆20Mar 31, 2020Updated 5 years ago
- Large neighbourhood solver for the multi-depot split-delivery vehicle routing problem with inventory constraints and heterogeneous fleet.☆19Feb 27, 2020Updated 6 years ago
- A system implementation of the thesis titled "Solving Dynamic Multi Depot Vehicle Routing Problem using Modified Hybrid Ant Colony Optimi…☆18Jan 21, 2023Updated 3 years ago
- Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow o…☆25Mar 22, 2021Updated 4 years ago
- UCLA, Smart charging, minimize load variance, Particle Swarm Optimization☆22Dec 7, 2019Updated 6 years ago
- Use reinforcement learning to solve jssp problems, using ZLP data sets☆20Aug 14, 2018Updated 7 years ago
- A Genetic Algorithm implementation for finding solutions to the Multiple Depots Vehicle Routing Problem☆19Feb 10, 2019Updated 7 years ago
- ☆20Sep 11, 2021Updated 4 years ago
- Deep reinforcement approach to solving dynamic pickup and delivery problem☆21Jun 7, 2021Updated 4 years ago
- GOMA is a two-sided online task assignment problem in Spatial Crowdsourcing.☆19Apr 2, 2023Updated 2 years ago
- The code for my Master's thesis in Mechanical Engineering at MIT, completed in 2012. The project was about simulating performance of plu…☆20Mar 14, 2015Updated 10 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆26Oct 23, 2023Updated 2 years ago
- multi-task learning for routing problem☆23Dec 2, 2025Updated 3 months ago
- Multi Depot Vehicle Routing Problem (MDVRP) with genetic algorithm & brute force solver written in Python.☆18Jul 8, 2021Updated 4 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆20Jun 17, 2020Updated 5 years ago
- Implementation and evaluation of combinatorial auction protocols: VCG and Groves mechanism with submodular approximation (GM-SMA)☆26Jan 7, 2023Updated 3 years ago
- The primary objective of this project is to build a Real-Time Taxi Demand Prediction Model for every district and zone of NYC.☆27Jan 1, 2022Updated 4 years ago