pamattei / GSPPCALinks
This R code implements the GSPPCA algorithm for high-dimensional unsupervised feature selection.
☆10Updated 4 years ago
Alternatives and similar repositories for GSPPCA
Users that are interested in GSPPCA are comparing it to the libraries listed below
Sorting:
- Branching Gaussian process☆30Updated 2 years ago
- False discovery rate regression☆10Updated 4 years ago
- A Bayesian group factor model with structured sparsity☆21Updated 9 years ago
- Documentation, models and code relating to the 3rd edition of the textbook Stochastic Modelling for Systems Biology☆31Updated 5 months ago
- tests for statistical significance of clustering☆38Updated 6 years ago
- generalized principal component analysis (GLM-PCA) implemented in python☆60Updated 4 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆68Updated 7 years ago
- Various Ideas for Confounder Adjustment in Regression☆24Updated 2 years ago
- Probabilistic contrastive principal component analysis (PCPCA)☆24Updated 3 years ago
- A toolbox for sparse contrastive principal component analysis☆12Updated 5 months ago
- ☆12Updated 3 years ago
- Here we address the global structure preservation by tSNE and UMAP☆48Updated 5 years ago
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- Contrastive Poisson latent variable models (CPLVMs)☆11Updated 3 years ago
- ☆14Updated last year
- A Library for Denoising Single-Cell Data with Random Matrix Theory☆37Updated last year
- implementation for Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data☆13Updated 4 years ago
- A versatile interface to the knockoff methodology.☆25Updated 3 years ago
- Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time serie…☆20Updated 2 years ago
- Software for in silico evolution - Paul François' group McGill University☆10Updated 3 years ago
- This is a read-only mirror of the CRAN R package repository. SNFtool — Similarity Network Fusion☆21Updated 4 years ago
- GrandPrix☆16Updated 6 years ago
- A Jupyter Lab extension for keyboard text shortcuts☆49Updated 2 years ago
- Streamlining statistical analysis by using plotting keywords in Python.☆18Updated last year
- Exact Spike Inference Via L0 Optimization☆8Updated 6 years ago
- Assorted course materials☆9Updated 3 years ago
- R scripts for analyzing the 1.3 million brain cell data set from 10X Genomics☆12Updated 2 years ago
- DYNamics Agnostic Network MOdels☆18Updated 7 years ago
- Sparse reduced-rank regression☆20Updated 6 months ago
- ☆16Updated 3 years ago