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The Top 23 Python Optimal Transport Open Source Projects

Open source projects categorized as Python Optimal Transport
Categories > Optimal Transport
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26most recent commit 19 days agopypi POT} Downloads
Point Cloud Utils ⭐ 1,109
A Python library for common tasks on 3D point clouds
dependent packages 2total releases 16most recent commit 4 months agopypi point-cloud-utils} Downloads
Conditional Flow Matching ⭐ 499
TorchCFM: a Conditional Flow Matching library
total releases 2most recent commit 3 months ago
Ott ⭐ 417
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
dependent packages 5total releases 40most recent commit 3 months agopypi ott-jax} Downloads
Nasbot ⭐ 109
Neural Architecture Search with Bayesian Optimisation and Optimal Transport
most recent commit 5 years ago
Moscot ⭐ 81
Multi-omic single-cell optimal transport tools
total releases 6most recent commit 3 months ago
Plot ⭐ 80
[ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
most recent commit 4 months ago
Scot ⭐ 62
CVPR 2020, Semantic Correspondence as an Optimal Transport Problem, Pytorch Implementation.
most recent commit 3 years ago
Swae Pytorch ⭐ 59
Implementation of the Sliced Wasserstein Autoencoder using PyTorch
most recent commit 6 years ago
Nn_encapsulation ⭐ 49
Capsule research with our trivial contribution
most recent commit 6 years ago
Pyvot ⭐ 45
A Python implementation of Monge optimal transportation
most recent commit 8 months ago
Point2mask ⭐ 43
The code for "Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport", ICCV2023
most recent commit 7 months ago
Ssax ⭐ 31
Implementation of Sinkhorn Step in JAX, NeurIPS 2023.
most recent commit 6 months ago
Ot Scomics ⭐ 29
This Python package will allow you to replicate the experiments from our research on applying Optimal Transport as a similarity metric in between single-cell omics data.
most recent commit a year ago
Elim_fer ⭐ 28
[NeurIPS 2022] The official repository of Expression Learning with Identity Matching for Facial Expression Recognition
most recent commit 5 months ago
Fugw ⭐ 28
Scalable python GPU solvers for fused unbalanced gromov-wasserstein optimal transport problems, with routines and examples to align brain data
most recent commit 3 months ago
San ⭐ 28
PyTorch implementation of slicing adversarial network (SAN)
most recent commit 3 months ago
Otcoarsening ⭐ 23
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport
most recent commit 3 years 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
Mongeampereflow ⭐ 20
Continuous-time gradient flow for generative modeling and variational inference
most recent commit 6 years ago
Sinkhorn Label Allocation ⭐ 20
Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms.
most recent commit 3 years ago
Trssl ⭐ 20
"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)
most recent commit a year ago
Mpot ⭐ 19
Implementation of Motion Planning via Optimal Transport (MPOT) in PyTorch, NeurIPS 2023.
most recent commit 6 months ago
The 3 Most Depended On Python Optimal Transport Open Source Projects
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 19 days agopypi POT} Downloads
Ott ⭐ 417
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
dependent packages 5total releases 40latest release September 08, 2023most recent commit 3 months agopypi ott-jax} Downloads
Point Cloud Utils ⭐ 1,109
A Python library for common tasks on 3D point clouds
dependent packages 2total releases 16latest release December 08, 2023most recent commit 4 months agopypi point-cloud-utils} Downloads
The 9 Latest Releases In Python Optimal Transport Open Source Projects
Point Cloud Utils ⭐ 1,109
A Python library for common tasks on 3D point clouds
dependent packages 2total releases 16latest release December 08, 2023most recent commit 4 months agopypi point-cloud-utils} Downloads
Conditional Flow Matching ⭐ 499
TorchCFM: a Conditional Flow Matching library
total releases 2latest release November 27, 2023most recent commit 3 months ago
Moscot ⭐ 81
Multi-omic single-cell optimal transport tools
total releases 6latest release October 09, 2023most recent commit 3 months ago
Ott ⭐ 417
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
dependent packages 5total releases 40latest release September 08, 2023most recent commit 3 months agopypi ott-jax} Downloads
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 19 days agopypi POT} Downloads
Transmorph ⭐ 10
Computational framework for dataset integration
total releases 20latest release November 25, 2022most recent commit 9 months ago
Ot1d ⭐ 9
OT1D: Discrete Optimal Transport in 1D by Linear Programming
total releases 9latest release June 21, 2021most recent commit 6 months ago
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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