joshloyal / sliced
sliced: scikit-learn compatible sufficient dimension reduction
☆21Updated 9 months ago
Alternatives and similar repositories for sliced:
Users that are interested in sliced are comparing it to the libraries listed below
- Multi-task regression in Python☆25Updated 4 years ago
- elastic fda python code☆53Updated this week
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆56Updated 2 years ago
- computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep …☆37Updated 3 years ago
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆27Updated last year
- A Python package for General Graphical Lasso computation☆34Updated last month
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 4 years ago
- Perform inference on algorithm-agnostic variable importance in Python☆20Updated 2 years ago
- Group Lasso implementation following the scikit-learn API☆106Updated 10 months ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated last year
- c-lasso: a Python package for constrained sparse regression and classification☆32Updated 3 years ago
- Implementation of the Gaussian Process Autoregressive Regression Model☆65Updated 3 months ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- Predictive principal component analysis (PredPCA)☆19Updated 3 years ago
- Implemented Laplacian Eigenmaps☆19Updated 3 years ago
- groupyr: Sparse Group Lasso in Python☆22Updated 7 months ago
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆58Updated 10 months ago
- Several maximum likelihood ICA algorithms, including Picard☆22Updated 7 years ago
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆181Updated 3 years ago
- REGAIN (Regularised Graphical Inference)☆29Updated last year
- ☆17Updated 6 years ago
- Fastfit matlab toolbox☆27Updated 8 years ago
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆86Updated 6 months ago
- Conditional probability, conditional entropy, and mutual information estimation in Python. https://arxiv.org/abs/1907.00325☆12Updated 4 years ago
- ABCpy package☆114Updated 11 months ago
- Topological Features for Time Series Classification☆17Updated 4 years ago
- Collapsed Variational Bayes☆70Updated 5 years ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆221Updated last week
- Randomized Dimension Reduction Library☆115Updated 4 years ago
- Matlab toolbox for Bayesian functional data analysis☆19Updated 6 years ago