nearest-neighbours-classifier

Built prediction and retrieval models for document retrieval, image retrieval, house price prediction, song recommendation, and analyzed sentiments using machine learning algorithms in Python

python machine-learning deep-learning clustering jupyter-notebook ipython-notebook coursera similarity supervised-learning logistic-regression image-classifier transfer-learning predictive-analytics university-of-washington image-retrieval document-retrieval graphlab-create knn-classification nearest-neighbours-classifier deep-features

Updated Jan 20, 2018
Jupyter Notebook

dkarageo / Distributed_KNN

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An MPI based implementation of K-NN search algorithm, aimed for use on CPU clusters.

hpc mpi nearest-neighbor-search knn-search openmpi knn mpich knn-classification nearest-neighbours-classifier hpc-cluster mpich2 k-nearest-neighbors mpi-communications knn-classifier

Updated Jan 11, 2018
C

BlackRabbitt / RecommenderSystem

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Use Kmean Clustering and Collaborative filtering approach for the recommendation problem

python pandas collaborative-filtering kmeans-clustering nearest-neighbours-classifier

Updated Apr 29, 2023
Python

vinhqbui / Grading-Essay

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This is the model that I build to grade future essay based on the that is provided.

nlp machine-learning scikit-learn machine-learning-algorithms python3 nearest-neighbor-search feature-extraction classification machinelearning nearest-neighbors scikitlearn-machine-learning nearest-neighbours-classifier nltk-python

Updated May 21, 2021
Python

AFAgarap / dnn-trust

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How can I trust you? An intuition and tutorial on trust score

python machine-learning deep-neural-networks deep-learning tensorflow sklearn python3 artificial-intelligence supervised-learning classification nearest-neighbor artificial-neural-networks convolutional-neural-networks topological-data-analysis tensorflow-examples interpretability nearest-neighbours-classifier interpretable-deep-learning interpretable-machine-learning

Updated Mar 25, 2023
Jupyter Notebook

SheezaShabbir / BagofWords-Computer-Vision-

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1-Bag of SIFT representation and nearest neighbor classifier

python opencv machine-learning computer-vision image-processing svm-classifier knn-classification nearest-neighbours-classifier

Updated Aug 12, 2022
Jupyter Notebook

rashmishrm / Movie-Reviews-Classification

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Programming Assignment on Data Mining: Movies Review Classification

review data-mining-algorithms knn-classification nearest-neighbours-classifier moview

Updated Oct 10, 2017
Jupyter Notebook

saralajew / robust_NPCs

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Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms [NeurIPS 2020]

robust-optimization adversarial-learning nearest-neighbours-classifier robustness-verification nearest-prototype-classifiers

Updated Nov 3, 2020
Python

matakshay / NN-Classifier-using-VPTree

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An efficient Nearest Neighbor Classifier for the MINST dataset. It uses a VP Tree data structure for preprocessing, thus improving query time complexity

classifier machine-learning algorithms machine-learning-algorithms data-structures nearest-neighbor-search mnist-classification mnist-dataset kd-trees vantage-point-tree vp-tree manhattan-distance nearest-neighbours-classifier euclidean-distances knn-classifier nearest-neighbour-algorithm knn-algorithm chebyshev-distance

Updated Sep 24, 2020
Java

XinyuanWangCS / LatentKMeansPrototypeSelection

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This is a course project to select a subset of data to build an efficient nearest neighbor classifier. Choosing a representative subset of "prototypes" from the training set is crucial for accelerating nearest neighbor classifiers. This project proposes projecting the data into a latent space using a pretrained embedder.

image-classification kmeans-clustering nearest-neighbours-classifier prototype-selection