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teaching

Lecture materials

telecom_churn_analysis

Telecom Churn Analysis

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tensorflow_pytorch_sinkhorn_ot

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.

ter-optimal-transport

tf-ot-sinkhorn

Tensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

throughput-maximization-for-flows-with-fine-input-structure

ties483

TIES483, Nonlinear Optimization course at the University of Jyväskylä, Department of Mathematical Information Technology

timeseries

Time series analysis and prediction

titanic_survival_exploration

titanic_survival_exploration-1

tracenorm

Implementation of trace norm regression in Python

trajectorynet

TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics

transfer-learning-and-optimal-transport

Transfer Learning and Optimal Transport. A demonstration of Subspace Alignment algorithm and Entropy Regularized Optimal Transport (Sinkhorn's Algorithm) on Office/Caltech dataset.

transmorph

Weighted optimal transport integration

transpopt

🚅 Transpopt provides a collection of straightforward Optimal Transport transforms.

transport-and-related

Code for numerical section of "Computation of optimal transport and related hedging problems via penalization and neural networks"

transport-optimal

Essai de transport optimal pour le transfert de couleurs dans des images

transport-system-analysis

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.

transport1-final

Calculates the optimal segmental orifice design given a set of constraints

transport_optimal

Rapport cours Problèmes Inverses

transportation-and-transshipment-optimization

Transportation Optimal path to Stateline Shipping company has been found using LPSolver on R

transportation-cost-optimizer

C++ Application for solving Linear Programming problem of finding optimal solution for transportation problem.

transportation-optimisation

Finding the most optimal route for buses to travel between different locations using the Djikstra algorithm,

transportation_mode_classifiers

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_problem

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

tropicalot

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

tutorials

different types of tutorials, such as machine learning, image processing and etc.