lmcinnes / pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
☆879Updated 3 months ago
Related projects: ⓘ
- Minimum-distortion embedding with PyTorch☆534Updated last year
- Clustering routines for the unit sphere☆331Updated 5 months ago
- Graph Algorithms☆601Updated this week
- TriMap: Large-scale Dimensionality Reduction Using Triplets☆302Updated 2 years ago
- apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models qui…☆497Updated 3 weeks ago
- PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure☆508Updated 2 months ago
- Some useful tips for faiss☆583Updated 10 months ago
- Fastest network node embeddings in the west☆506Updated last month
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,377Updated this week
- A high performance implementation of HDBSCAN clustering.☆2,768Updated last month
- Knee point detection in Python☆725Updated 3 months ago
- Prepping tables for machine learning☆1,106Updated this week
- Universal model exchange and serialization format for decision tree forests☆729Updated 3 weeks ago
- A PyTorch implementation of Neighbourhood Components Analysis.☆401Updated 4 years ago
- Dimensionality reduction in very large datasets using Siamese Networks☆330Updated 3 months ago
- Python implementation of Density-Based Clustering Validation☆146Updated 9 months ago
- Nimfa: Nonnegative matrix factorization in Python☆536Updated 3 years ago
- Sparse multi-dimensional arrays for the PyData ecosystem☆585Updated this week
- pyclustering is a Python, C++ data mining library.☆1,164Updated 6 months ago
- BanditPAM C++ implementation and Python package☆647Updated 7 months ago
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆472Updated 3 years ago
- [HELP REQUESTED] Generalized Additive Models in Python☆865Updated 3 months ago
- A standard framework for modelling Deep Learning Models for tabular data☆1,318Updated this week
- Python implementation of the rulefit algorithm☆406Updated 11 months ago
- Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive…☆762Updated last year
- A general purpose recommender metrics library for fair evaluation.☆275Updated last year
- Topological Data Analysis for Python🐍☆521Updated 2 months ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆802Updated 3 months ago
- PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code☆695Updated last year
- Code for "High-Precision Model-Agnostic Explanations" paper☆794Updated 2 years ago