k-nearest-neighbors

There are 3 repositories under k-nearest-neighbors topic.

hora
hora-search / hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
algorithm approximate-nearest-neighbor-search artificial-intelligence data-structures high-performance hnsw image-search k-nearest-neighbors machine-learning neural-network numeric recommender-system rust rust-sci search-engine simd similarity-search vector-search
Language:Rust 2585
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++ 1239
kakao / n2
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
approximate approximate-nearest-neighbor-search go k-nearest-neighbors knn machine-learning ml nearest-neighbor-search python
Language:Jupyter Notebook 567
AmazingDD / daisyRec
Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)
afm biasmf cdae collaborative-filtering deepfm ease factorization-machines item2vec k-nearest-neighbors matrix-factorization neumf neural-collaborative-filtering nfm pytorch recommender-system slim svdpp vae
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 377
anish-lakkapragada / SeaLion
The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.
algorithms batch-normalization data-analysis data-science dbscan-clustering k-nearest-neighbors kmeans-clustering machine-learning machine-learning-python modeling neural-networks python regression-algorithms unsupervised-learning
Language:Python 331
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 254
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 220
Mamcose / NSL-KDD-Network-Intrusion-Detection
Machine Learning Algorithms on NSL-KDD dataset
nsl-kdd-dataset random-forest k-nearest-neighbors support-vector-machines ensemble-learning machine-learning validation
Language:Jupyter Notebook 84
lettier / interactiveknn
Interactive K-Nearest Neighbors machine learning algorithm in JavaScript.
ai classification data-analysis data-science gui html5 interactive-knearest-neighbors javascript k-nearest-neighbor k-nearest-neighbors k-nearest-neighbours knn machine-learning machine-learning-algorithms nearest-neighbor-search scikit-learn statistics visualization
Language:JavaScript 82
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 70
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 66
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 61
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 k-nearest-neighbors machine-learning machine-learning-algorithms neural-networks support-vector-machines
Language:Jupyter Notebook 59
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 59
n3integration / classifier
A general purpose text classifier
machine-learning classification naive-bayes k-nearest-neighbors
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++ 34
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 31
abhinav-bhardwaj / Walmart-Sales-Time-Series-Forecasting-Using-Machine-Learning
Time Series Forecasting of Walmart Sales Data using Deep Learning and Machine Learning
data-science deep-learning k-nearest-neighbors keras linear-regression machine-learning pandas random-forest regression store-sales-forecasting time-series time-series-analysis time-series-forecasting walmart-sales walmart-sales-forecasting xgboost-regression xgboost-regression-model
Language:Jupyter Notebook 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
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 19
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 17
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 14
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 and TensorFlow-Keras
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 opencv opencv-python principal-component-analysis supervised-learning support-vector-machine
Language:Jupyter Notebook 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 13
miladce / knn-cosine-similarity
knn with cosine similarity (distance)
k-nearest-neighbours knn k-nearest-neighbors distributed-knn knn-cosine-distance knn-cosine-similarity
Language:Python 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
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 11
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
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 edit-distance minimum-edit-distance
Language:Jupyter Notebook 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
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
hoangcaobao / Projectube_Recommendation_System
Recommendation System sever for Projectube developed by insource team of VietCode company using K-nearest neighbors and cosine similarity algorithms
k-nearest-neighbors cosine-similarity flask-api recommendation-system
Language:Python 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

Mamcose / NSL-KDD-Network-Intrusion-Detection

lettier / interactiveknn

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

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

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

jvdd / pqknn

astier / model-free-episodic-control

dirkiedai / sk-mt

SravB / NBA-Predictive-Analytics

tweichle / Predicting-Baseball-Statistics

AFAgarap / opencv-python-training

RubixML / Divorce

miladce / knn-cosine-similarity

BrunoMeyer / gpu-rsfk

DhruvAwasthi / NLPSpecialization

pragmaticpython / k-nearest-neighbors-python

AnabelSMRuggiero / NNDescent.cpp

hussain0048 / Natural-language-processing

sagnikghoshcr7 / FIFA-2019-Player-Data-EDA

tenindra / RN-kNN-Exp

hoangcaobao / Projectube_Recommendation_System