stylianos-kampakis / supervisedPCA-PythonLinks
☆40Updated 9 years ago
Alternatives and similar repositories for supervisedPCA-Python
Users that are interested in supervisedPCA-Python are comparing it to the libraries listed below
Sorting:
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆98Updated last month
- Group Lasso implementation following the scikit-learn API☆106Updated last year
- Implementation of Hidden Markov Models in pymc3☆61Updated 8 years ago
- Scikit-learn compatible estimation of general graphical models☆246Updated last week
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆184Updated 3 years ago
- Knockoffs for controlled variable selection☆37Updated last month
- Tutorial on cost-sensitive boosting and calibrated AdaMEC.☆26Updated 8 years ago
- A practical tool for Maximal Information Coefficient (MIC) analysis☆133Updated last year
- A Python 3 package for state-of-the-art statistical dimension reduction methods☆41Updated last year
- Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Su…☆79Updated last year
- Software to create Precision-Recall-Gain curves and calculate area under the curve☆40Updated 2 years ago
- A decision-tree based conditional independence test.☆34Updated 2 years ago
- Python software for selective inference☆52Updated 2 years ago
- A Python package for General Graphical Lasso computation☆35Updated 3 months ago
- Foundations and Applications☆97Updated 5 years ago
- Implementation of linear CorEx and temporal CorEx.☆37Updated 3 years ago
- computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep …☆38Updated 3 years ago
- Probabilistic Principal Component Analysis☆62Updated 8 years ago
- This is the implementation of Sparse Projection Oblique Randomer Forest☆99Updated last year
- Generalized additive models in Python with a Bayesian twist☆78Updated last year
- A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and …☆63Updated 3 years ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆58Updated 2 years ago
- A regression solver for high dimensional penalized linear, quantile and logistic regression models'☆86Updated last month
- A non-parametric Bayesian approach to Hidden Markov Models☆88Updated 2 years ago
- Generalized Linear Models in Sklearn Style☆129Updated 5 years ago
- Topological Features for Time Series Classification☆17Updated 5 years ago
- A scikit-learn compatible implementation of hyperband☆76Updated 5 years ago
- An implementation of multivariate projection pursuit regression and univariate classification☆37Updated 3 months ago
- Statistical Inference and Sure Independence Screening via Ball Statistics☆32Updated this week
- A python package for computing the mutual information and entropy for continuous and discrete data.☆34Updated 7 years ago