Data Science and Matrix Optimization course
A R/MATLAB package to construct and compare gene regulatory networks from single-cell transcriptomic data
DPD-DG: Dual-Physics-Driven Domain Generalization Network for Rotating Machinery Fault Diagnosis under Variable Working Conditions.
TorchGW — Fast Sampled Gromov-Wasserstein optimal transport in pure PyTorch. GPU-accelerated with Triton fused Sinkhorn kernels. 3-175x faster than POT.
MIAAIM: Multi-omics Image Alignment and Analysis by Information Manifolds
This repository contains the code for analyzing single-cell electrophysiological recordings from the barrel cortex.
High-dimensional image registration workflow as part of the MIAAIM framework. Hdi-reg is written in Python, and utilizes the Elastix library for computations.
七步交互式演示无监督词典归纳：正交 Procrustes、SVD 旋转、自学习、CSLS，全部在浏览器里实时计算。单文件零依赖。
A closed-form kernel framework for semantic alignment of latent spaces, pairing a geometry-preserving Procrustes transformation with an orthogonality-constrained RKHS residual to capture nonlinear latent mismatch from a small set of kernel-herded semantic pilots.
Multi-omics image alignment and analysis by information manifolds (MIAAIM)
SOM network modified in order to control the latent space
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