nla-group / classixLinks
Fast and explainable clustering in Python
☆125Updated last week
Alternatives and similar repositories for classix
Users that are interested in classix are comparing it to the libraries listed below
Sorting:
- Explaining dimensionality results using SHAP values☆55Updated last month
- Vectorizers for a range of different data types☆103Updated 4 months ago
- Fast K-Medoids clustering in Python with FasterPAM☆90Updated 3 months ago
- Hierarchical graph clustering☆38Updated 7 years ago
- Fast hierarchical clustering routines for R and Python.☆157Updated 3 weeks ago
- A temporary repository hosting a pomegranate re-write using PyTorch as the backend.☆73Updated 2 years ago
- ☆24Updated 4 years ago
- The "breathing k-means" algorithm with datasets and example notebooks☆94Updated last year
- Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R☆70Updated this week
- A Python package for hubness analysis and high-dimensional data mining☆46Updated last year
- Faster distance calculations in python using numba☆59Updated 2 years ago
- A python library for hierarchical classification compatible with scikit-learn☆136Updated 11 months ago
- A fast multi-core implementation of HDBSCAN for low dimensional Euclidean spaces☆129Updated this week
- A fast, parallelized, memory efficient, and cache-optimized Python implementation of node2vec☆174Updated 3 weeks ago
- Contrastive neighbor embeddings☆57Updated 3 months ago
- Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)☆114Updated 5 months ago
- Extends scikit-learn with new models, transformers, metrics, plotting.☆73Updated 3 weeks ago
- Fast and modular sklearn replacement for generalized linear models☆191Updated 4 months ago
- Pipeline components that support partial_fit.☆46Updated last year
- Noise-Contrastive Visualization☆55Updated 2 years ago
- Hierarchical Uniform Manifold Approximation and Projection☆239Updated 11 months ago
- Implementation of IncrementalDBSCAN clustering.☆80Updated this week
- Differential Robust PCA☆13Updated 3 years ago
- ☆18Updated 2 years ago
- Deterministic algorithms for objective Bayesian inference and hyperparameter optimization☆63Updated last week
- ☆63Updated 5 years ago
- Clusteval provides methods for unsupervised cluster validation☆67Updated 2 weeks ago
- Clustering for mixed-type data☆101Updated last year
- A framework for benchmarking clustering algorithms☆44Updated 6 months ago
- graph-tool - Efficient network analysis☆110Updated 2 years ago