mutualinfo / mutual_infoLinks
Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.
☆30Updated last year
Alternatives and similar repositories for mutual_info
Users that are interested in mutual_info are comparing it to the libraries listed below
Sorting:
- ☆118Updated 3 years ago
- Python package for multi-view machine learning☆210Updated last year
- Variational autoencoders for cancer data integration☆27Updated 3 years ago
- Python Library for Signal/Image Data Analysis with Transport Methods☆47Updated this week
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆186Updated 3 years ago
- Convolution dictionary learning for time-series☆132Updated last week
- Group Lasso implementation following the scikit-learn API☆106Updated last year
- This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables usin…☆36Updated 4 years ago
- A Shared Nearest Neighbors clustering implementation. This code is basically a wrapper of sklearn DBSCAN, implementing the neighborhood s…☆14Updated 3 years ago
- Python3 binding to mRMR Feature Selection algorithm (currently not maintained)☆141Updated 8 months ago
- Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization☆98Updated last year
- c-lasso: a Python package for constrained sparse regression and classification☆32Updated 4 years ago
- A Pytorch implementation of missing data imputation using optimal transport.☆102Updated 4 years ago
- A simple Python implementation of R-PCA☆244Updated 2 years ago
- Estimators for the entropy and other information theoretic quantities of continuous distributions☆143Updated last year
- 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 7 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆137Updated last year
- Python implementation of EM algorithm for GMM. And visualization for 2D case.☆80Updated 2 years ago
- Deep Feature Selection using Teacher Student Network☆43Updated 6 years ago
- A package for Multiple Kernel Learning in Python☆129Updated 2 years ago
- Shared Nearest Neighbor Clustering Algorithm: Implementation and Evaluation☆31Updated 5 years ago
- Collapsed Variational Bayes☆72Updated 5 years ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆230Updated 2 months ago
- Feature selection in neural networks☆240Updated 10 months ago
- A simple and general framework for signal decomposition☆68Updated 6 months ago
- Gaussian Mixture Regression☆195Updated last month
- CancelOut is a special layer for deep neural networks that can help identify a subset of relevant input features for streaming or static …☆26Updated 4 years ago
- Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available…☆68Updated 8 months ago
- Beta-VAE, Conditional-VAE, Total Correlation-VAE, FactorVAE, Relevance Factor-VAE, Multi-Level VAE, (Soft)-IntroVAE (Beta-Version), LVAE,…☆17Updated 2 years ago
- Multi-Channel Variational Auto Encoder: A Bayesian Deep Learning Framework for Modeling High-Dimensional Heterogeneous Data.☆32Updated 4 years ago