williamsyy / LocalMAPLinks
LocalMAP: Dimension Reduction with Locally Adjusted Graphs
☆48Updated 6 months ago
Alternatives and similar repositories for LocalMAP
Users that are interested in LocalMAP are comparing it to the libraries listed below
Sorting:
- Simplified implementation of UMAP like dimensionality reduction algorithm☆49Updated 8 months ago
- A fast multi-core implementation of HDBSCAN for low dimensional Euclidean spaces☆120Updated 2 months ago
- A temporary repository hosting a pomegranate re-write using PyTorch as the backend.☆72Updated 2 years ago
- TorchDR - PyTorch Dimensionality Reduction☆134Updated this week
- Code repository for the NeurIPS 2024 paper "Navigating the Effect of Parametrization for Dimensionality Reduction".☆34Updated 5 months ago
- A framework for conducting machine learning experiments in python☆41Updated 7 months ago
- Hierarchical Uniform Manifold Approximation and Projection☆236Updated 5 months ago
- PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure☆726Updated this week
- Because we don't want a jupyter notebook mess...☆61Updated last month
- Contrastive neighbor embeddings☆54Updated 4 months ago
- Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)☆109Updated 7 months ago
- Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and se…☆286Updated last month
- Understanding the theory behind UMAP☆175Updated 8 months ago
- ☆11Updated 5 months ago
- Explaining dimensionality results using SHAP values☆54Updated 6 months ago
- xi correlation method adapted for python☆149Updated 2 years ago
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆48Updated last month
- A visual labeling system implemented in Jupyter widgets.☆152Updated 8 months ago
- Embedding Vector Oriented Clustering☆145Updated 3 months ago
- Less-wrong single-file Numba-accelerated Python implementation of Gotoh affine gap penalty extensions for the Needleman–Wunsch, Smith-Wat…☆9Updated last week
- A PyTorch implementation of Parametric UMAP (Uniform Manifold Approximation and Projection) for learning low-dimensional parametric embed…☆23Updated 4 months ago
- ☆49Updated 11 months ago
- My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other h…☆53Updated 2 years ago
- Fast Text Classification with Compressors dictionary☆150Updated last year
- Vectorizers for a range of different data types☆102Updated 5 months ago
- The long missing library for python confidence intervals☆138Updated last year
- A tool to analyze and debug neural networks in pytorch. Use a GUI to traverse the computation graph and view the data from many different…☆286Updated 7 months ago
- Composable kernels for scikit-learn implemented in JAX.☆43Updated 4 years ago
- ☆23Updated 3 years ago
- Quantification of Uncertainty with Adversarial Models☆30Updated 2 years ago