knn

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet

UpdatedMay 25, 2023
Python

TeFuirnever /Machine-Learning-in-Action

Star901

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

svm regression logistic adaboost knn naivebayes decisiontree regression-trees

UpdatedFeb 5, 2020
Python

lanterndata /lantern

Star836

PostgreSQL vector database extension for building AI applications

search open-source postgres data-science machine-learning database ai vector postgresql embeddings nearest-neighbor-search ycombinator image-search ann approximate-nearest-neighbor-search knn mlops hnsw neural-search

UpdatedDec 12, 2024
Rust

qdrant /quaterion

Sponsor

Star656

Blazing fast framework for fine-tuning similarity learning models

python machine-learning deep-learning pytorch nearest-neighbor-search metric-learning cosine-similarity knn similarity-search similarity-learning pytorch-lightning contrastive-learning

UpdatedJan 6, 2025
Python

kakao /n2

Star572

TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets

python go machine-learning ml nearest-neighbor-search approximate-nearest-neighbor-search knn approximate k-nearest-neighbors

UpdatedJun 27, 2023
Jupyter Notebook

bshall /knn-vc

Star474

Voice Conversion With Just Nearest Neighbors

speech pytorch speech-synthesis knn voice-conversion self-supervised-learning any-to-any

UpdatedMar 18, 2024
Python

zhengyima /mnist-classification

Star403

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

machine-learning deep-learning svm scikit-learn cnn python3 pytorch mnist rnn mnist-classification logistic-regression mlp knn

UpdatedOct 16, 2020
Python

MaurizioFD /RecSys_Course_AT_PoliMi

Star362

⚠️ [ARCHIVED] This version has been archived as of october 2024 and will not be updated anymore, please refer to the README for a link to the new version. This is the official repository for the Recommender Systems course at Politecnico di Milano.

algorithm cython tuning recsys recommender-system knn polimi politecnico-di-milano funksvd bprmf bprslim mseslim puresvd item-knn-recommender p3alpha rp3beta

UpdatedOct 1, 2024
Jupyter Notebook

jayshah19949596 /Machine-Learning-Models

Star348

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

neural-network random-forest linear-regression machine-learning-algorithms naive-bayes-classifier supervised-learning gaussian-mixture-models logistic-regression kmeans decision-trees knn principal-component-analysis dynamic-time-warping kmeans-clustering em-algorithm kmeans-algorithm singular-value-decomposition knn-classification gaussian-classifier value-iteration-algorithm

UpdatedMay 15, 2017
MATLAB

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