wilsonjr / ClusterShapleyLinks
Explaining dimensionality results using SHAP values
☆55Updated 9 months ago
Alternatives and similar repositories for ClusterShapley
Users that are interested in ClusterShapley are comparing it to the libraries listed below
Sorting:
- Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)☆112Updated 2 months ago
- Hierarchical Uniform Manifold Approximation and Projection☆238Updated 8 months ago
- ☆23Updated 3 years ago
- Vectorizers for a range of different data types☆103Updated last month
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆152Updated 4 years ago
- Clustering for mixed-type data☆101Updated last year
- A temporary repository hosting a pomegranate re-write using PyTorch as the backend.☆73Updated 2 years ago
- A Python package for hubness analysis and high-dimensional data mining☆45Updated last year
- Understanding the theory behind UMAP☆184Updated 2 months ago
- A fast multi-core implementation of HDBSCAN for low dimensional Euclidean spaces☆124Updated last month
- Interactive Jupyter notebook widget for visually comparing embedding spaces.☆114Updated 5 months ago
- Unsupervised visualization of image datasets using contrastive learning☆116Updated 5 months ago
- Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R☆67Updated last week
- Fast hierarchical clustering routines for R and Python.☆153Updated 2 weeks ago
- Small Dataset Benchmarks on the Dataset of Datasets UCI++☆93Updated 3 years ago
- Systematically learn and evaluate manifolds from high-dimensional data☆103Updated 3 weeks ago
- Ensemble topic modelling with pLSA☆114Updated 4 years ago
- A comparison of the dimensionality reduction results using t-SNE, UMAP, PCA, and TriMap☆29Updated 3 years ago
- Perform inference on algorithm-agnostic variable importance in Python☆20Updated 3 years ago
- Contrastive neighbor embeddings☆56Updated last week
- Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.☆71Updated last year
- Advanced random forest methods in Python☆58Updated 2 years ago
- Clusteval provides methods for unsupervised cluster validation☆64Updated 6 months ago
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆62Updated 3 months ago
- Faster distance calculations in python using numba☆60Updated 2 years ago
- General-purpose dimensionality reduction and manifold learning tool based on Variational Autoencoder, implemented in TensorFlow.☆159Updated 10 months ago
- Opinionated provides simple, clean stylesheets for plotting with matplotlib and seaborn.☆120Updated last year
- Here we address the global structure preservation by tSNE and UMAP☆47Updated 5 years ago
- Visualization Tool for Mapping Out Researchers using Natural Language Processing☆59Updated last year
- stand alone Neural Additive Models, forked from google-reasearch for easy import to colab☆28Updated 5 years ago