Andrew-Draganov / GiDR-DUNLinks
A simple implementation of UMAP, TSNE and GDR across frameworks and libraries
☆13Updated 10 months ago
Alternatives and similar repositories for GiDR-DUN
Users that are interested in GiDR-DUN are comparing it to the libraries listed below
Sorting:
- Explaining dimensionality results using SHAP values☆55Updated 8 months ago
- Contrastive neighbor embeddings☆55Updated last month
- ☆33Updated 5 months ago
- Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)☆113Updated last month
- The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRN…☆150Updated 4 years ago
- TorchDR - PyTorch Dimensionality Reduction☆161Updated last month
- Systematically learn and evaluate manifolds from high-dimensional data☆101Updated 3 weeks ago
- Unsupervised visualization of image datasets using contrastive learning☆116Updated 4 months ago
- An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters.☆75Updated 3 weeks ago
- A fast hierarchical dimensionality reduction algorithm.☆67Updated last week
- A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings☆42Updated last month
- A Python package for hubness analysis and high-dimensional data mining☆45Updated last year
- ☆15Updated 2 years ago
- Hyperbolic PCA via Horospherical Projections☆73Updated 2 years ago
- Attraction-Repulsion Spectrum in Neighbor Embeddings☆31Updated 3 years ago
- ☆23Updated 3 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
- Hierarchical graph clustering☆38Updated 7 years ago
- Differential Robust PCA☆13Updated 3 years ago
- ☆63Updated 5 years ago
- Hierarchical Uniform Manifold Approximation and Projection☆237Updated 7 months ago
- Understanding the theory behind UMAP☆176Updated last month
- Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R☆66Updated 2 months ago
- Tools for building and manipulating graphs in Python☆43Updated last month
- ☆26Updated 3 years ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆151Updated 4 years ago
- Contrastive PCA☆226Updated 11 months ago
- ☆18Updated 4 years ago
- A fast, parallelized, memory efficient, and cache-optimized Python implementation of node2vec☆169Updated 2 weeks ago
- Noise-Contrastive Visualization☆55Updated last year