joshloyal / sliced
sliced: scikit-learn compatible sufficient dimension reduction
☆21Updated 10 months ago
Alternatives and similar repositories for sliced:
Users that are interested in sliced are comparing it to the libraries listed below
- computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep …☆38Updated 3 years ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆57Updated 2 years ago
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 4 years ago
- Topological Features for Time Series Classification☆17Updated 4 years ago
- Multi-task regression in Python☆25Updated 4 years ago
- Software for selective inference☆17Updated 2 years ago
- ☆29Updated 6 years ago
- A Python package for General Graphical Lasso computation☆35Updated 2 months ago
- Group Lasso implementation following the scikit-learn API☆106Updated 11 months ago
- c-lasso: a Python package for constrained sparse regression and classification☆32Updated 4 years ago
- Randomized Dimension Reduction Library☆115Updated 4 years ago
- Predictive principal component analysis (PredPCA)☆19Updated 3 years ago
- ☆14Updated 6 months ago
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆27Updated last year
- elastic fda python code☆53Updated last week
- REGAIN (Regularised Graphical Inference)☆29Updated last year
- Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming opti…☆30Updated 7 months ago
- Fastfit matlab toolbox☆27Updated 8 years ago
- Canonical Correlation Forests☆20Updated 6 years ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆225Updated 2 weeks ago
- Optimal Hard Threshold for Matrix Denoising☆38Updated 3 years ago
- Sparse-input neural networks☆23Updated 2 years ago
- Collapsed Variational Bayes☆70Updated 5 years ago
- An sklearn style implementation of the Relevance Vector Machine (RVM).☆24Updated 5 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆43Updated 4 years ago
- Analysis code for "Topological Time-series Analysis with Delay-variant Embedding" Manuscript.☆11Updated 5 years ago
- groupyr: Sparse Group Lasso in Python☆22Updated 7 months ago
- Light-weighted code for Orthogonal Additive Gaussian Processes☆42Updated 9 months ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- This is a Python package wrapper around the C solver for the l1 trend filtering algorithm written by Kwangmoo Koh, Seung-Jean Kim and Ste…☆21Updated 6 years ago