wilsonjr / ClusterShapleyLinks
Explaining dimensionality results using SHAP values
☆55Updated last week
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)☆114Updated 4 months ago
- Vectorizers for a range of different data types☆103Updated 3 months ago
- ☆24Updated 4 years ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆152Updated 4 years ago
- A fast multi-core implementation of HDBSCAN for low dimensional Euclidean spaces☆127Updated 2 months ago
- Hierarchical Uniform Manifold Approximation and Projection☆239Updated 10 months ago
- Clustering for mixed-type data☆101Updated last year
- Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.☆72Updated last year
- stand alone Neural Additive Models, forked from google-reasearch for easy import to colab☆29Updated 5 years ago
- 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☆46Updated last year
- Understanding the theory behind UMAP☆188Updated last month
- Advanced random forest methods in Python☆58Updated 2 years ago
- Clusteval provides methods for unsupervised cluster validation☆64Updated 8 months ago
- General-purpose dimensionality reduction and manifold learning tool based on Variational Autoencoder, implemented in TensorFlow.☆160Updated last year
- Perform inference on algorithm-agnostic variable importance in Python☆21Updated 3 years ago
- A comparison of the dimensionality reduction results using t-SNE, UMAP, PCA, and TriMap☆29Updated 3 years ago
- Ensemble topic modelling with pLSA☆114Updated 4 years ago
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆62Updated 5 months ago
- Contrastive neighbor embeddings☆57Updated 2 months ago
- Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.☆42Updated 2 years ago
- Small Dataset Benchmarks on the Dataset of Datasets UCI++☆93Updated 3 years ago
- Interactive Jupyter notebook widget for visually comparing embedding spaces.☆117Updated 7 months ago
- Extends scikit-learn with new models, transformers, metrics, plotting.☆73Updated last month
- Fast hierarchical clustering routines for R and Python.☆155Updated last month
- Generalized additive models in Python with a Bayesian twist☆78Updated 4 months ago
- Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R☆69Updated this week
- The "breathing k-means" algorithm with datasets and example notebooks☆94Updated last year
- Pipeline components that support partial_fit.☆46Updated last year
- Contrastive PCA☆231Updated 3 months ago