kjohnsson / modalityLinks
Statistical tests for evaluating unimodality
☆18Updated 6 years ago
Alternatives and similar repositories for modality
Users that are interested in modality are comparing it to the libraries listed below
Sorting:
- Contrastive PCA☆231Updated 3 months ago
- Software to create Precision-Recall-Gain curves and calculate area under the curve☆42Updated 3 years ago
- Python Wrapper for FIt-SNE☆45Updated 4 years ago
- A package for combining multiple partitions into a consolidated clustering. The combinatorial optimization problem of obtaining such a co…☆74Updated 3 years ago
- Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time serie…☆20Updated 3 years ago
- generalized principal component analysis (GLM-PCA) implemented in python☆61Updated 4 years ago
- Here we address the global structure preservation by tSNE and UMAP☆47Updated 5 years ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆152Updated 4 years ago
- A spectral method for assessing and combining multiple data visualizations☆50Updated 2 years ago
- Explaining dimensionality results using SHAP values☆55Updated last week
- Dimensionality reduction in very large datasets using Siamese Networks☆339Updated 2 months ago
- Rank-To-Group score evaluates contribution of confounding factors☆22Updated 4 years ago
- Fast hierarchical clustering routines for R and Python.☆155Updated 3 weeks ago
- interpret deep learning models in a framework-independent fashion☆41Updated 3 months ago
- Extends scikit-learn with new models, transformers, metrics, plotting.☆73Updated last month
- A practical tool for Maximal Information Coefficient (MIC) analysis☆138Updated last year
- Python port of the Unidip clustering algorithm from: http://www.kdd.org/kdd2016/subtopic/view/skinny-dip-clustering-in-a-sea-of-noise☆37Updated 2 years ago
- TriMap: Large-scale Dimensionality Reduction Using Triplets☆325Updated last month
- A Python 3 implementation of orthogonal projection to latent structures☆65Updated last year
- Parallel opt-SNE implementation with Python wrapper☆38Updated 3 years ago
- Systematically learn and evaluate manifolds from high-dimensional data☆104Updated 2 months ago
- Distance correlation and related E-statistics in Python☆158Updated last year
- Here I explain the math behind UMAP and show how to program it from scratch in Python☆38Updated 4 years ago
- The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRN…☆150Updated 4 years ago
- GPU-Parallelized UMAP☆52Updated 6 years ago
- A scikit-learn compatible implementation of hyperband☆77Updated 6 years ago
- Advanced random forest methods in Python☆58Updated 2 years ago
- Python translation of the hybrid dynamicTreeCut method as created by Peter Langfelder and Bin Zhang.☆41Updated 4 years ago
- Faster distance calculations in python using numba☆59Updated 2 years ago
- Tools for building and manipulating graphs in Python☆46Updated 3 weeks ago