k-nearest-neighbors

There are 2 repositories under k-nearest-neighbors topic.

hora
hora-search / hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
search-engine rust approximate-nearest-neighbor-search artificial-intelligence recommender-system image-search vector-search algorithm data-structures simd hnsw similarity-search neural-network high-performance machine-learning k-nearest-neighbors rust-sci numeric
Language:Rust 2558
NGT
yahoojapan / NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
approximate-nearest-neighbor-search k-nearest-neighbors knn-search nearest-neighbors nearest-neighbor-search
Language:C++ 1191
kakao / n2
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
python go ml knn machine-learning approximate k-nearest-neighbors nearest-neighbor-search approximate-nearest-neighbor-search
Language:Jupyter Notebook 564
AmazingDD / daisyRec
This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison"
recommender-system matrix-factorization factorization-machines item2vec k-nearest-neighbors pytorch slim neural-collaborative-filtering svdpp biasmf collaborative-filtering neumf deepfm nfm cdae vae afm ease
Language:Python 545
srafay / Machine_Learning_A-Z
Learning to create Machine Learning Algorithms
datascience dataprocessing machine-learning-algorithms machine-learning-az simple-linear-regression multiple-regression polynomial-regression support-vector-regression decision-tree-regression random-forest-regressor classification-algorithims logistic-regression k-nearest-neighbors support-vector-machine kernel-svm naive-bayes-classifier decision-tree-classifier random-forest-classifier k-means-clustering k-means-implementation-in-python
Language:Python 358
anish-lakkapragada / SeaLion
The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.
machine-learning python data-science machine-learning-python data-analysis modeling neural-networks k-nearest-neighbors unsupervised-learning dbscan-clustering kmeans-clustering regression-algorithms batch-normalization algorithms
Language:Python 333
jelmerk / hnswlib
Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs
algorithm java k-nearest-neighbors knn-search pyspark scala spark
Language:Java 242
machine-learning
je-suis-tm / machine-learning
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression
naive-bayes support-vector-machine stochastic-gradient-descent batch-gradient-descent newton-method multinomial-naive-bayes linear-discriminant-analysis sequential-minimal-optimization k-nearest-neighbors dbscan expectation-maximization expectation-maximization-algorithm factor-analysis independent-component-analysis latent-semantic-analysis low-rank-approximation singular-value-decomposition ridge-regression lasso-regression em-algorithm
Language:Jupyter Notebook 205
lettier / interactiveknn
Interactive K-Nearest Neighbors machine learning algorithm in JavaScript.
interactive-knearest-neighbors knn machine-learning data-science visualization html5 nearest-neighbor-search data-analysis scikit-learn machine-learning-algorithms javascript ai classification statistics gui k-nearest-neighbors k-nearest-neighbor k-nearest-neighbours
Language:JavaScript 81
Mamcose / NSL-KDD-Network-Intrusion-Detection
Machine Learning Algorithms on NSL-KDD dataset
ensemble-learning k-nearest-neighbors machine-learning nsl-kdd-dataset random-forest support-vector-machines validation
Language:Jupyter Notebook 78
textgain / grasp
Essential NLP & ML, short & fast pure Python code
machine-learning natural-language-processing explainable-ai perceptron naive-bayes decision-tree k-nearest-neighbors tokenizer part-of-speech-tagger sentiment-analysis google-api twitter-api wikipedia-api document-object-model css-selectors wsgi-server graph graph-visualization chatgpt-api bert-fine-tuning
Language:Python 68
brannondorsey / GloVe-experiments
GloVe word vector embedding experiments (similar to Word2Vec)
glove-embeddings glove-vectors word2vec k-means glove nlp machine-learning embeddings word-game k-nearest-neighbors
Language:Python 64
snatch59 / cnn-svm-classifier
Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine
support-vector-machine confusion-matrix classify-images quadratic-discriminant-analysis linear-discriminant-analysis t-sne random-forest extra-trees-classifier k-nearest-neighbors multi-layer-perceptron tensorflow
Language:Python 62
CihanBosnali / Machine-Learning-without-Libraries
Today, using machine learning algorithms is as easy as "import knn from ..." but it doesn't really help if you want to learn how the algorithms work
k-means-clustering machine-learning k-nearest-neighbors support-vector-machines neural-networks machine-learning-algorithms
Language:Jupyter Notebook 57
Nicolik / Segm_Ident_Vertebrae_CNN_kmeans_knn
Segmentation and Identification of Vertebrae in CT Scans using CNN, k-means Clustering and k-NN
3d-convolutional-neural-network k-means-clustering k-nearest-neighbors vertebrae-segmentation vertebrae-identification computed-tomography spine-analysis
Language:Python 53
n3integration / classifier
A general purpose text classifier
classification k-nearest-neighbors machine-learning naive-bayes
Language:Go 40
jlmelville / rcpphnsw
Rcpp bindings for the approximate nearest neighbors library hnswlib
r rcpp approximate-nearest-neighbor-search nmslib hnsw k-nearest-neighbors nearest-neighbor-search knn
Language:C++ 35
RubixML / Iris
The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
machine-learning rubix-ml data-science machine-learning-tutorial tutorial example-project k-nearest-neighbors classification introduction-to-machine-learning php iris-dataset php-ml php-machine-learning nearest-neighbors knn cross-validation
Language:PHP 30
SSQ / Coursera-UW-Machine-Learning-Clustering-Retrieval
k-nearest-neighbors word-count tf-idf approximate-nearest-neighbor-search locality-sensitive-hashing kd-tree mapreduce k-means k-means-plus-plus mixture-model em-algorithm latent-dirichlet-allocation gibbs-sampling hierarchical-clustering divisive-clustering agglomerative-clustering dendrogram hidden-markov-models
Language:Python 27
abhinav-bhardwaj / Walmart-Sales-Time-Series-Forecasting-Using-Machine-Learning
Time Series Forecasting of Walmart Sales Data using Deep Learning and Machine Learning
time-series-forecasting time-series-analysis walmart-sales-forecasting data-science deep-learning machine-learning linear-regression random-forest xgboost-regression regression k-nearest-neighbors keras xgboost-regression-model store-sales-forecasting walmart-sales pandas time-series
Language:Jupyter Notebook 26
astier / model-free-episodic-control
Model-Free-Episodic-Control implementation.
reinforcement-learning deepmind model-free-episodic-control episodic-control mfec artificial-intelligence knn machine-learning agent k-nearest-neighbors
Language:Python 16
jvdd / pqknn
Product Quantization k-Nearest Neighbors
k-nearest-neighbors approximate-nearest-neighbor-search product-quantization nearest-neighbor-search clustering clustering-algorithm pqknn-algorithm
Language:Jupyter Notebook 15
SravB / NBA-Predictive-Analytics
Being able to perform gameplay analysis of NBA players, NBA Predictive Analytics is a basketball coach's new best friend.
basketball data-mining data-science data-visualization decision-tree k-nearest-neighbors kaggle-dataset machine-learning matplotlib nba-analytics pandas predictive-analytics python scikit-learn scipy
Language:Python 14
tweichle / Predicting-Baseball-Statistics
Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn
machine-learning data-visualization supervised-learning predictive-modeling exploratory-data-analysis logistic-regression regularization cross-validation python data-science oversampling decision-trees random-forests support-vector-machines xgboost linear-regression ridge-regression lasso-regression elastic-net k-nearest-neighbors
Language:Jupyter Notebook 14
AFAgarap / opencv-python-training
OpenCV-Python Tutorials
artificial-intelligence artificial-neural-networks classification computer-vision deep-learning image-classification k-nearest-neighbors machine-learning mobilenet normalization principal-component-analysis opencv opencv-python supervised-learning support-vector-machine
Language:Jupyter Notebook 13
dirkiedai / sk-mt
This is the official code for our paper "Simple and Scalable Nearest Neighbor Machine Translation" (ICLR 2023).
k-nearest-neighbors machine-translation
Language:Python 13
RubixML / Divorce
Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.
rubix-ml machine-learning machine-learning-tutorial k-nearest-neighbors knn classification data-science php example-project divorce divorce-prediction php-ml php-machine-learning nearest-neighbors prediction cross-validation
Language:PHP 12
BrunoMeyer / gpu-rsfk
A GPU (CUDA) implementation, with a python interface, of the approximated KNN graph computation with Random Sample Forest algorithm KNN.
knn k-nearest-neighbors knn-graphs approximate-nearest-neighbor-search gpu cuda python randomized-trees graph nearest-neighbor-search
Language:Cuda 11
miladce / knn-cosine-similarity
knn with cosine similarity (distance)
distributed-knn k-nearest-neighbors k-nearest-neighbours knn knn-cosine-distance knn-cosine-similarity
Language:Python 11
DhruvAwasthi / NLPSpecialization
This repo contains the assignment and quiz solutions of Natural Language Processing Specialization, offered on Coursera.
natural-language-processing coursera specialization sentiment-analysis pca vector-space-models translation word-embeddings k-nearest-neighbors
Language:Jupyter Notebook 10
pragmaticpython / k-nearest-neighbors-python
An implementation of the K-Nearest Neighbors algorithm from scratch using the Python programming language.
k-nearest-neighbours k-nearest-neighbors k-nearest-neighbor knn knearest-neighbor-algorithm knearest-neighbors knearest-neighbor-classifier knearest-neighbors-classifier knearest-neighbor-classification k-nn k-nearest-neighbors-k-nn knn-classification knn-classifier knn-algorithm knn-model machine-learning python python3 machinelearning machine-learning-algorithms
Language:Python 10
AnabelSMRuggiero / NNDescent.cpp
A C++ iteration of PyNNDescent.
k-nearest-neighbors approximate-nearest-neighbor-search big-data-analytics
Language:C++ 9
FIFA-2019-Player-Data-EDA
sagnikghoshcr7 / FIFA-2019-Player-Data-EDA
machine-learning multiple-linear-regression polynomial-regression k-nearest-neighbors decision-tree random-forest linear-svr non-linear-svr xgboost
Language:Jupyter Notebook 9
subhadeep-123 / Breast-Cancer-Detection
Breast Cancer Wisconsin (Diagnostic) Prediction Using Various Architecture, though XgBoost Classifier out performed all
python breast-cancer-wisconsin logistic-regression support-vector-machines kernel-svm random-forest-classifier decision-tree-classifier k-nearest-neighbors artificial-neural-networks bernoulli-model machine-learning deep-learning xgboost
Language:Jupyter Notebook 9
tenindra / RN-kNN-Exp
This project consists of implementations of several kNN algorithms for road networks (aka finding nearest points of interest) and the experimental framework to compare them from a research paper published in PVLDB 2016. You can use it to add new methods and/or queries or reproduce our experimental results.
road-network k-nearest-neighbors points-of-interest shortest-paths euclidean-distance a-star-search
Language:C++ 9
hussain0048 / Natural-language-processing
This repository is a related to all about Natural Langauge Processing - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python)
laplacian-smoothing supervised-ml log-likelihood machine-learning natural-language-processing nlp vector-space-models word-by-word word-by-document-desing sentiment-analysis naive-bayes logistic-regression euclidean-distance cosine-similarity pca hash-table k-nearest-neighbors locality-sensitive-hashing
Language:Jupyter Notebook 8

k-nearest-neighbors

hora-search / hora

yahoojapan / NGT

kakao / n2

AmazingDD / daisyRec

srafay / Machine_Learning_A-Z

anish-lakkapragada / SeaLion

jelmerk / hnswlib

je-suis-tm / machine-learning

lettier / interactiveknn

Mamcose / NSL-KDD-Network-Intrusion-Detection

textgain / grasp

brannondorsey / GloVe-experiments

snatch59 / cnn-svm-classifier

CihanBosnali / Machine-Learning-without-Libraries

Nicolik / Segm_Ident_Vertebrae_CNN_kmeans_knn

n3integration / classifier

jlmelville / rcpphnsw

RubixML / Iris

SSQ / Coursera-UW-Machine-Learning-Clustering-Retrieval

abhinav-bhardwaj / Walmart-Sales-Time-Series-Forecasting-Using-Machine-Learning

astier / model-free-episodic-control

jvdd / pqknn

SravB / NBA-Predictive-Analytics

tweichle / Predicting-Baseball-Statistics

AFAgarap / opencv-python-training

dirkiedai / sk-mt

RubixML / Divorce

BrunoMeyer / gpu-rsfk

miladce / knn-cosine-similarity

DhruvAwasthi / NLPSpecialization

pragmaticpython / k-nearest-neighbors-python

AnabelSMRuggiero / NNDescent.cpp

sagnikghoshcr7 / FIFA-2019-Player-Data-EDA

subhadeep-123 / Breast-Cancer-Detection

tenindra / RN-kNN-Exp

hussain0048 / Natural-language-processing