Knn Python Packages

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

pgml

Postgres with GPUs for ML/AI apps.

pynear

A python library for efficient KNN search within metric spaces using multiple distance functions.

tfsim-nightly

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

mps-pointops

Point cloud ops (FPS, kNN, ball query) for PyTorch on Apple Silicon (MPS)

tensorflow-similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

ibug

Instance-based uncertainty estimation for gradient-boosted regression trees

pyreclab

pyRecLab is a library for quickly testing and prototyping of traditional recommender system methods, such as User KNN, Item KNN and FunkSVD Collaborative Filtering. It is developed and maintained by Gabriel Sepúlveda and Vicente Domínguez, advised by Prof. Denis Parra, all of them in Computer Science Department at PUC Chile, IA Lab and SocVis Lab.

subspaceknn

Interpretable k-nearest-neighbour classification by ensembling kNN models on low-dimensional feature subspaces

quaterion

Blazing fast framework for fine-tuning similarity learning models

sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

similaripy

High-performance KNN similarity functions in Python, optimized for sparse matrices

pyterp

A high-performance Python library for parallel k-NN search and IDW on scattered data, powered by a C++ core.

numpy-ml

Machine learning, in numpy

python3-timbl

python-timbl, originally developed by Sander Canisius, is a Python extension module wrapping the full TiMBL C++ programming interface. With this module, all functionality exposed through the C++ interface is also available to Python scripts. Being able to access the API from Python greatly facilitates prototyping TiMBL-based applications.

whitetree

Exact nearest-neighbour search for sensor data. Updates without rebuilds.

simpleir

[EXTRACT][RETRIEVAL][METRIC]A Simple Framework for Image Retrieval

pgml-extension

Postgres with GPUs for ML/AI apps.

metasklearn

MetaSklearn: A Metaheuristic-Powered Hyperparameter Optimization Framework for Scikit-Learn Models.

sklearn-ann

Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.

sknnr

scikit-learn compatible estimators for various kNN imputation methods

wsknn

Session-weighted recommendation system in Python

awnn

Implementation of Nearest Neighbor Based Density Estimation

synloc

A Python Package to Create Synthetic Tabular Data