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38 search results found

Osmnx Examples ⭐ 1,381

Gallery of OSMnx tutorials, usage examples, and feature demonstations.

Ppde642 ⭐ 1,244

USC urban data science course series with Python and Jupyter

Style_transfer ⭐ 273

Style Transfer as Optimal Transport

Nyc Transport ⭐ 144

A Unified Database of NYC transport (subway, taxi/Uber, and citibike) data.

Coupling Integrated Assessment Models output with Life Cycle Assessment.

Global Indicators ⭐ 70

An open-source tool for calculating spatial indicators for healthy, sustainable cities worldwide using open or custom data.

Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data

Otml_ds3_2018 ⭐ 57

Practical sessions for the Optimal Transport and Machine learning course at DS3 2018

Wasserstein2generativenetworks ⭐ 41

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

Beijing Trajectories Project ⭐ 40

Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset

Quetzal is a modeling library designed for transport planning and traffic forecasts

Pytranskit ⭐ 34

Python Library for Signal/Image Data Analysis with Transport Methods

Mec_equil ⭐ 33

'math+econ+code' masterclass on equilibrium transport and matching models in economics

Code accompanying the NeurIPS 2019 paper "GOT: An Optimal Transport framework for Graph comparison"

Missingdataot ⭐ 32

A Pytorch implementation of missing data imputation using optimal transport.

Unbalanced_gromov_wasserstein ⭐ 29

Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport

Optimal Transport ⭐ 28

Optimal transport and generalizations

Filterflow ⭐ 23

Extensible Tensorflow library for differentiable particle filtering. ICML 2021.

Code for Sliced Gromov-Wasserstein

Otml_statlearn2018 ⭐ 19

Courses and practical sessions for the Optimal Transport and Machine learning course at Statlearn 2018

Optimization Models and Algorithms

Optimaltransport ⭐ 15

Optimal transport transforms

Cantera Website ⭐ 13

Official Cantera Website

Mec_optim_2021 01 ⭐ 11

‘math+econ+code’ lectures on optimal transport and economic applications, January 2021

A python implementation of discrete optimal transport with a Tsallis entropy regularization.

Sao_paulo ⭐ 10

An open synthetic population of Sao Paulo Metropolitan region for agent-based transport simulation

Fhnw Idb ⭐ 10

FHNW Competence IoT Data Collection (idb)

Public Transport Analysis ⭐ 10

Public transport analysis in cities.

Python notebooks for Optimal Transport between Gaussian Mixture Models

Minibatch_wasserstein ⭐ 8

Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".

OSMuf: Analyse urban form with Python and OpenStreetMap. Quantitative analysis of urban blocks and built density. Built on OSMnx.

Code, data and analysis for moslin.

Wasserstein Distance Calculation ⭐ 7

Optimal Transport and Optimization related experiments.

Poissongradient ⭐ 6

Transportmontecarlo ⭐ 6

Julia_examples ⭐ 6

Various examples of machine learning and signal processing in Julia

Stability_ot_maps_and_linearization_wasserstein_space ⭐ 6

Experiments for the article "Quantitative Stability of Optimal Transport Maps and Linearization of the 2-Wasserstein Space", Q. Mérigot, A. Delalande, F. Chazal, to appear in AISTATS 2020.

Air_pollution_estimation ⭐ 5

Quetzal_germany ⭐ 5

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