sciai-lab / cl-tsne-umapLinks
☆33Updated 2 months ago
Alternatives and similar repositories for cl-tsne-umap
Users that are interested in cl-tsne-umap are comparing it to the libraries listed below
Sorting:
- Contrastive neighbor embeddings☆54Updated 5 months ago
- Unsupervised visualization of image datasets using contrastive learning☆116Updated 2 months ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆151Updated 4 years ago
- TorchDR - PyTorch Dimensionality Reduction☆137Updated 2 weeks ago
- The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRN…☆148Updated 3 years ago
- A spectral method for assessing and combining multiple data visualizations☆50Updated 2 years ago
- A Python package for intrinsic dimension estimation☆92Updated 3 months ago
- ☆15Updated 2 years ago
- Hyperbolic PCA via Horospherical Projections☆73Updated 2 years ago
- ☆61Updated 7 months ago
- Contrastive PCA☆217Updated 9 months ago
- Uniform Manifold Approximation and Projection☆12Updated 3 years ago
- Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)☆110Updated 8 months ago
- Explaining dimensionality results using SHAP values☆54Updated 6 months ago
- A simple implementation of UMAP, TSNE and GDR across frameworks and libraries☆13Updated 7 months ago
- Code accompanying paper "Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets."☆27Updated 2 years ago
- Self-Supervised Noise Embeddings (Self-SNE)☆158Updated 4 months ago
- An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters.☆75Updated last week
- A fast hierarchical dimensionality reduction algorithm.☆66Updated last month
- ☆26Updated 2 years ago
- ESANN20 paper code repository. This package is a perplexity-free extension of Parametric t-SNE dimensionality reduction method implemente…☆22Updated 2 years ago
- Attraction-Repulsion Spectrum in Neighbor Embeddings☆31Updated 2 years ago
- Hierarchical Uniform Manifold Approximation and Projection☆236Updated 5 months ago
- Density-preserving data visualization tools den-SNE and densMAP☆113Updated 4 years ago
- Latent spaces for single cells☆21Updated last year
- ☆10Updated last year
- Parallel opt-SNE implementation with Python wrapper☆37Updated 3 years ago
- Systematically learn and evaluate manifolds from high-dimensional data☆100Updated 2 years ago
- Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare☆20Updated 4 years ago
- This Python package will allow you to replicate the experiments from our research on applying Optimal Transport as a similarity metric in…☆39Updated 2 years ago