KlugerLab / FIt-SNELinks
Fast Fourier Transform-accelerated Interpolation-based t-SNE (FIt-SNE)
☆609Updated 4 years ago
Alternatives and similar repositories for FIt-SNE
Users that are interested in FIt-SNE are comparing it to the libraries listed below
Sorting:
- Dimensionality reduction in very large datasets using Siamese Networks☆342Updated 3 months ago
- Density-preserving data visualization tools den-SNE and densMAP☆116Updated 4 years ago
- PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.☆536Updated 2 weeks ago
- TriMap: Large-scale Dimensionality Reduction Using Triplets☆326Updated 2 months ago
- Barnes-Hut t-SNE☆921Updated 4 years ago
- Scikit-learn compatible estimation of general graphical models☆249Updated 7 months ago
- A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overla…☆143Updated 4 years ago
- The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRN…☆150Updated 4 years ago
- apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models qui…☆526Updated 2 months ago
- Contrastive PCA☆232Updated 4 months ago
- Python package that implements the PCHA algorithm for Archetypal Analysis by Mørup et. al.☆43Updated 5 months ago
- Nimfa: Nonnegative matrix factorization in Python☆556Updated 5 years ago
- Count models with TensorFlow and Keras☆47Updated 7 years ago
- Exploration of methods for coloring t-SNE.☆218Updated 8 years ago
- ☆712Updated 2 years ago
- CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded…☆307Updated 8 years ago
- Minimum-distortion embedding with PyTorch☆575Updated 7 months ago
- Python Wrapper for FIt-SNE☆45Updated 4 years ago
- Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.☆267Updated 6 years ago
- List of resources for bayesian inference☆158Updated 6 years ago
- Scalable analysis of large high-dimensional data☆66Updated 6 years ago
- Fast Randomized PCA/SVD☆496Updated 6 years ago
- ULMFiT for Genomic Sequence Data☆286Updated 6 years ago
- megaman: Manifold Learning for Millions of Points☆333Updated 3 years ago
- Render probabilistic graphical models using matplotlib☆684Updated this week
- Parallel t-SNE implementation with Python and Torch wrappers.☆1,917Updated 2 years ago
- The art of using t-SNE for single-cell transcriptomics☆130Updated last year
- Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defin…☆217Updated 7 years ago
- Hyper-parameter optimization for Keras☆46Updated 4 years ago
- Clustering routines for the unit sphere☆355Updated last year