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The Top 20 Machine Learning Optimal Transport Open Source Projects

Open source projects categorized as Machine Learning Optimal Transport
Categories > Machine Learning > Machine Learning
Categories > Optimal Transport
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26most recent commit 21 days agopypi POT} Downloads
Wassdistance ⭐ 153
Approximating Wasserstein distances with PyTorch
most recent commit 4 years ago
Awesome Molecular Docking ⭐ 81
We would like to maintain a list of resources which aim to solve molecular docking and other closely related tasks.
most recent commit a year ago
Otbook ⭐ 71
書籍『最適輸送の理論とアルゴリズム』のサポートページです。
most recent commit 6 months ago
San ⭐ 28
PyTorch implementation of slicing adversarial network (SAN)
most recent commit 3 months ago
Event_representation_study ⭐ 21
Official PyTorch implementation of the ICCV 2023 paper: From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection.
most recent commit 6 months ago
Trssl ⭐ 20
"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)
most recent commit a year ago
Wtk ⭐ 16
A Wasserstein Subsequence Kernel for Time Series.
total releases 6most recent commit 2 years ago
Lcn ⭐ 16
Locally corrected Nyström (LCN), as proposed in "Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More" (ICML 2021)
most recent commit a year ago
Machine Learning Summer Schools ⭐ 14
Curated materials for different machine learning related summer schools
most recent commit 3 years ago
Fml ⭐ 13
FML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks
most recent commit 5 years ago
Crossdomainfaultdiagnosis ⭐ 11
Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport
most recent commit 9 months ago
Fot ⭐ 9
Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data
most recent commit 3 years ago
Wsingular ⭐ 8
Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".
total releases 7most recent commit a year ago
Undaw ⭐ 8
Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance
most recent commit 4 years ago
Conservation Laws Manifold Learning ⭐ 6
Discovering Conservation Laws using Optimal Transport and Manifold Learning
most recent commit 7 months ago
Wsmd ⭐ 6
Improving word mover’s distance by leveraging self-attention matrix
most recent commit 4 months ago
Mm Align ⭐ 5
This repository contains the official implementation of the paper: MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences (EMNLP 2022)
most recent commit a year ago
Groupmap ⭐ 5
GroupMap: beyond mean and variance matching for deep learning
most recent commit 2 years ago
Ppot ⭐ 5
Official implementation of 'P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering'. (Accepted by ICLR 2024)
most recent commit 3 months ago
The 3 Latest Releases In Machine Learning Optimal Transport Open Source Projects
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 21 days agopypi POT} Downloads
Wtk ⭐ 16
A Wasserstein Subsequence Kernel for Time Series.
total releases 6latest release October 08, 2019most recent commit 2 years ago
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