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Lecture materials
Telecom Churn Analysis
Computation using data flow graphs for scalable machine learning
TensorFlow Tutorial and Examples for beginners
Tensorflow (1.0 or 2.0) and Pytorch implementations of the Sinkhorn algorithm [1] for computing the optimal transport (OT) distance between two discrete distributions.
Tensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
TIES483, Nonlinear Optimization course at the University of Jyväskylä, Department of Mathematical Information Technology
Time series analysis and prediction
Implementation of trace norm regression in Python
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Transfer Learning and Optimal Transport. A demonstration of Subspace Alignment algorithm and Entropy Regularized Optimal Transport (Sinkhorn's Algorithm) on Office/Caltech dataset.
Weighted optimal transport integration
🚅 Transpopt provides a collection of straightforward Optimal Transport transforms.
Code for numerical section of "Computation of optimal transport and related hedging problems via penalization and neural networks"
Essai de transport optimal pour le transfert de couleurs dans des images
Piece of software that allows to download the data on city's transport system from OSM API, build the graph with interchanges and analyze the shortest routes for optimality.
Calculates the optimal segmental orifice design given a set of constraints
Rapport cours Problèmes Inverses
Transportation Optimal path to Stateline Shipping company has been found using LPSolver on R
C++ Application for solving Linear Programming problem of finding optimal solution for transportation problem.
Finding the most optimal route for buses to travel between different locations using the Djikstra algorithm,
ETH Zurich Master's Thesis "Deep vs. Classical Machine Learning Approaches for Transportation Mode Recognition in a Digital Health Application" for Classifying Bus/Walk/Cycle/Car/Tram/Train with up to 94% accuracy.
Transportation Model for an optimal strategy for distributing a commodity from a group of supply centers to various receiving centers. Solved in C# Windows Form Application
Code to solve the optimal transport problem and compute the tropical Wasserstein-1 and 2 distances (with the tropical metric as ground metric) on the tropical projective torus
different types of tutorials, such as machine learning, image processing and etc.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.