https://github.com/YingfanWang/PaCMAP
PaCMAP: Dimensionality Reduction Algorithm
Pairwise Controlled Manifold Approximation enables non-linear dimensionality reduction while preserving both global and local structures:
🌍 Preserves structure: Global and Local by dynamically adjusting to data.
🛠️ Alternative to UMAP that focuses on local structure preservation only.
✌️ Balances local and global data representations.
https://github.com/YingfanWang/PaCMAP
PaCMAP: Dimensionality Reduction Algorithm
Pairwise Controlled Manifold Approximation enables non-linear dimensionality reduction while preserving both global and local structures:
🌍 Preserves structure: Global and Local by dynamically adjusting to data.
🛠️ Alternative to UMAP that focuses on local structure preservation only.
✌️ Balances local and global data representations.