elyxlz / umap_pytorch
Pytorch port for Parametric Umap
☆39Updated 2 years ago
Alternatives and similar repositories for umap_pytorch:
Users that are interested in umap_pytorch are comparing it to the libraries listed below
- Self-Supervised Noise Embeddings (Self-SNE)☆158Updated this week
- Unsupervised visualization of image datasets using contrastive learning☆116Updated 2 months ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆150Updated 4 years ago
- Pairwise Metrics for PyTorch☆17Updated last month
- A fast hierarchical dimensionality reduction algorithm.☆66Updated 4 months ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆148Updated 7 months ago
- 🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervi…☆128Updated last year
- ☆164Updated 2 years ago
- ☆18Updated 2 years ago
- Data Augmentation with Variational Autoencoders (TPAMI)☆139Updated 2 years ago
- General-purpose dimensionality reduction and manifold learning tool based on Variational Autoencoder, implemented in TensorFlow.☆158Updated 2 months ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆143Updated 3 years ago
- A pytorch package for non-negative matrix factorization.☆236Updated 7 months ago
- TorchDR - PyTorch Dimensionality Reduction☆95Updated last month
- A Python package for intrinsic dimension estimation☆85Updated last month
- Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of var…☆41Updated last year
- ☆33Updated 2 years ago
- Contrastive neighbor embeddings☆52Updated last week
- The long missing library for python confidence intervals☆137Updated 9 months ago
- ☆61Updated last year
- Code for the paper 'Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA' @ Neurips'21☆18Updated last month
- Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words☆58Updated last year
- Convert scikit-learn models to PyTorch modules☆161Updated 9 months ago
- This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a…☆306Updated this week
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆119Updated 2 years ago
- Hierarchical Uniform Manifold Approximation and Projection☆233Updated 3 weeks ago
- WS-DINO: a novel framework to use weak label information in a self-supervised setting to learn phenotypic representations from high-conte…☆20Updated last year
- A spectral method for assessing and combining multiple data visualizations☆49Updated last year
- Official repo for Recursion's accepted spotlight paper at NeurIPS 2023 Generative AI & Biology workshop.☆59Updated 4 months ago
- Supervised Vector-Quantized Autoencoder☆18Updated 3 years ago