cgorman / tensorflow-somLinks
A multi-gpu implementation of the self-organizing map in TensorFlow
☆78Updated 3 years ago
Alternatives and similar repositories for tensorflow-som
Users that are interested in tensorflow-som are comparing it to the libraries listed below
Sorting:
- Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters☆276Updated last year
- ☆75Updated last year
- Python library for Self-Organizing Maps☆164Updated last year
- Weighted Principal Component Analysis (PCA) in Python☆160Updated 7 years ago
- A simple, rectangular self-organizing map with methods similar to clustering methods in Scikit Learn.☆81Updated 2 years ago
- python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.☆125Updated 5 years ago
- Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization☆100Updated last year
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆125Updated 6 months ago
- A library of scalable Bayesian generalised linear models with fancy features☆60Updated 8 years ago
- Code for ensemble clustering☆102Updated 7 months ago
- SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)☆115Updated 10 months ago
- Explorative multivariate statistics in Python☆79Updated 4 years ago
- Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.☆62Updated 4 years ago
- A simple Python implementation of R-PCA☆250Updated 2 years ago
- Implementation of SOM and GSOM☆73Updated 7 years ago
- Performs nested cross-validation for scikit-learn classes using MPI for parallel computing.☆41Updated 10 years ago
- A practical tool for Maximal Information Coefficient (MIC) analysis☆138Updated last year
- General-purpose dimensionality reduction and manifold learning tool based on Variational Autoencoder, implemented in TensorFlow.☆160Updated 11 months ago
- Koolmogorov is a Python library based on CompLearn☆70Updated 8 years ago
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆147Updated last year
- This is the repo for a python package that does model comparison between different regression models.☆22Updated 7 years ago
- tutorial for mcfly repository☆79Updated 2 years ago
- A stacked generalization framework. Built on top of scikit learn☆58Updated 2 years ago
- An implementation of multivariate projection pursuit regression and univariate classification☆38Updated 3 months ago
- Probabilistic Principal Component Analysis☆64Updated 8 years ago
- Probabilistic Random Forest: A machine learning algorithm for noisy datasets☆130Updated 2 years ago
- Recursive Self-Organizing Map/Neural Gas.☆54Updated 2 years ago
- A garden for scikit-learn compatible trees☆288Updated last year
- Multiple imputation utilising denoising autoencoder for approximate Bayesian inference☆122Updated 5 years ago
- A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/☆101Updated 8 years ago