beringresearch / ivis
Dimensionality reduction in very large datasets using Siamese Networks
☆332Updated 5 months ago
Alternatives and similar repositories for ivis:
Users that are interested in ivis are comparing it to the libraries listed below
- apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models qui…☆503Updated 7 months ago
- TriMap: Large-scale Dimensionality Reduction Using Triplets☆311Updated 2 years ago
- General-purpose dimensionality reduction and manifold learning tool based on Variational Autoencoder, implemented in TensorFlow.☆157Updated 2 months ago
- Hierarchical Uniform Manifold Approximation and Projection☆233Updated last month
- Fast Fourier Transform-accelerated Interpolation-based t-SNE (FIt-SNE)☆592Updated 3 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆227Updated 4 years ago
- Fast hierarchical clustering routines for R and Python.☆142Updated 8 months ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆150Updated 4 years ago
- A clustering algorithm that automatically determines the number of clusters and works without hyperparameter fine-tuning.☆216Updated 4 years ago
- A PyTorch implementation of Neighbourhood Components Analysis.☆400Updated 4 years ago
- scikit-learn compatible implementation of stability selection.☆212Updated last year
- Scikit-learn compatible estimation of general graphical models☆247Updated last year
- Software to create Precision-Recall-Gain curves and calculate area under the curve☆40Updated 2 years ago
- Confidence intervals for scikit-learn forest algorithms☆285Updated 8 months ago
- A graph-based functional API for building complex scikit-learn pipelines.☆591Updated 2 years ago
- Minimum-distortion embedding with PyTorch☆543Updated last year
- PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure☆648Updated 3 weeks ago
- Practical active learning in python☆189Updated 2 years ago
- Count models with TensorFlow and Keras☆47Updated 6 years ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆415Updated 2 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆125Updated last year
- More interactive weak supervision with FlyingSquid☆316Updated 4 years ago
- ☆129Updated 2 years ago
- Ensemble topic modelling with pLSA☆114Updated 3 years ago
- Clustering for mixed-type data☆98Updated 7 months ago
- A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overla…☆141Updated 3 years ago
- fastai V2 implementation of Timeseries classification papers.☆241Updated 2 years ago
- A simple, extensible library for developing AutoML systems☆173Updated last year
- Python Wrapper for FIt-SNE☆45Updated 3 years ago
- Python port of the Unidip clustering algorithm from: http://www.kdd.org/kdd2016/subtopic/view/skinny-dip-clustering-in-a-sea-of-noise☆36Updated last year