sciai-lab / UMAPs-true-lossLinks
Uniform Manifold Approximation and Projection
☆12Updated 3 years ago
Alternatives and similar repositories for UMAPs-true-loss
Users that are interested in UMAPs-true-loss are comparing it to the libraries listed below
Sorting:
- ☆10Updated last year
- ☆33Updated last month
- Contrastive neighbor embeddings☆54Updated 3 months ago
- ☆25Updated 2 years ago
- ☆44Updated 2 weeks ago
- Attraction-Repulsion Spectrum in Neighbor Embeddings☆31Updated 2 years ago
- Archetypal Analysis network (AAnet)☆33Updated 4 months ago
- Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.☆33Updated last year
- PyTorch implementation of the paper "Neural Decomposition: Functional ANOVA with Variational Autoencoders"☆25Updated 5 years ago
- Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data☆72Updated last year
- Transformer Based Embeddings of Wasserstein Distance☆17Updated 7 months ago
- Dynamic inference from single-cell snapshots by optimal transport☆19Updated last year
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Updated 4 years ago
- Stable Differentiable Causal Discovery (SDCD)☆22Updated last year
- A python linear mixed model package model for GWAS☆12Updated 3 years ago
- An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters.☆74Updated this week
- Approximate knockoffs and model-free variable selection.☆55Updated 3 years ago
- Official implementation of Joint Multidimensional Scaling☆22Updated last year
- ESANN20 paper code repository. This package is a perplexity-free extension of Parametric t-SNE dimensionality reduction method implemente…☆22Updated 2 years ago
- Code for the intrinsic dimensionality estimate of data representations☆82Updated 5 years ago
- This Python package will allow you to replicate the experiments from our research on applying Optimal Transport as a similarity metric in…☆38Updated 2 years ago
- ☆15Updated 2 years ago
- Code for Nature Scientific Reports 2020 paper: "Unsupervised generative and graph neural methods for modelling cell differentiation" by I…☆18Updated 4 years ago
- Repository for "Differentiable Causal Discovery from Interventional Data"☆75Updated 3 years ago
- Scalable framework for comparing metric measure spaces with up to 1M points.☆14Updated 4 years ago
- Code accompanying paper: Meta-Learning to Improve Pre-Training☆37Updated 3 years ago
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆36Updated 7 months ago
- HiDeF (Hierarchical community Decoding Framework)☆14Updated last year
- Latent spaces for single cells☆21Updated last year
- PyTorch implementation of BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders☆42Updated 5 years ago