Fast k-NN graph construction for slow metrics
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Apr 4, 2022 - Python
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knn-python
Here are 24 public repositories matching this topic...
My first end-to-end project, using Web Scraping with BeautifulSoup and Spotify API. Clustering songs based on its audio features.
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Jan 13, 2021 - Jupyter Notebook
You Say "HI" , this program classifiies it .....
classifier machine-learning scikit-learn voice audio-analysis audio-classification librosa audio-processing feature-extractor knn-classification knn-classifier knn-algorithm pandas-python knn-python voice-classfication coronavirus coronavirus-tracking voice-distinguisher voice-classifier ml-sound-classifier
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Jun 17, 2024 - Python
For this project, we'll be using a non-parametric classification method, k-nearest neighbors algorithm, to compress images.
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Oct 19, 2021 - Jupyter Notebook
The k-nearest neighbors (KNN) algorithm is a simple, supervised machine learning algorithm that can be used to solve both classification and regression problems
python machine-learning machine-learning-algorithms knn knn-classification knn-classifier knn-algorithm knn-python
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Jun 8, 2021 - Python
Performed Clustering Analysis using SAS v9.4 on Power Usage & Consumer Goods Data to draw insights about the dataset.
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Jan 16, 2021 - Jupyter Notebook
recognize mouse-written numbers using KNN, Neural Network, and Convolutional Neural Network models
python deep-neural-networks deep-learning neural-network convolutional-neural-networks recognizing-handwritten-digits knn-classifier knn-python
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Jun 20, 2023 - Python
This project creates an image of various points, with each pixel colored according to that pixel's distance to the nearest couple of points and their respective colors.
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Oct 11, 2022 - Python
This repository contains the code for a K-Nearest Neighbors (KNN) model built to classify customer segments in Türkiye using the teleCust1000T dataset. The project includes data cleaning, visualization, feature scaling, model training, and evaluation with accuracy metrics.
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Dec 7, 2023 - Python
This GitHub repository hosts the project report and analysis code on investigating lifestyle habits and medical conditions influencing diabetes prevalence. Utilizing data from the CDC's Behavioral Risk Factor Surveillance System survey, the project explores correlations and predictive models for diabetes risk.
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Feb 27, 2024 - Jupyter Notebook
This project aims to build a complete pattern recognition system to solve classification problems using the k-Nearest Neighbors (KNN) algorithm. To classify chest X-ray images into three categories: COVID-19 positive, pneumonia positive, and normal. To achieve this, we utilize the COVID-19 Chest X-ray dataset available on Kaggle.
feature-selection feature-extraction classification pattern-recognition ant-colony-optimization lda knn feature-reduction knn-classifier lda-algorithm centroids implementation-from-scratch ant-colony-algorithm swarm-optimization-algorithm swarm-algorithm knn-python covid-19-chest-x-ray
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May 14, 2024 - Jupyter Notebook
Implementation of K-Nearest Neighbours (KNN) from scratch
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Mar 21, 2021 - Python
Neural Network KNN for determining the state of the road surface
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Feb 9, 2025 - Jupyter Notebook
A KNN algorithm based on the HVDM distance metric powered by decision trees using Weka libraries as a complement developed in Python.
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Jun 15, 2023 - Python
We test the algorithmic effectiveness of Monte Carlo Simulation, Temporal Difference Algorithm, and Dynamic Programming on a variant of shoots and ladders.
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May 26, 2025
search-engine bitcoin facts naive-bayes-classifier classification opinions cosine-similarity knn tfidf naive-bayes-classification boolean-retrieval editdistance rocchio rocchio-algorithm cosine-similarity-scores knn-algorithm tfidf-vectorizer jaccard-coefficient knn-python
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May 27, 2020 - Jupyter Notebook
This is a Python repository implementing a K-Nearest Neighbors (KNN) algorithm for predictive modeling using car data.
python machine-learning-algorithms python-3 knn knn-classification knn-classifier knn-python pythonmachinelearning
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Apr 8, 2024
A simple python script that implements K Nearest Neighbors Algorithm. University Assignment
python jupyter-notebook knn python-practice k-nearest-neighbors k-nearest-neighbors-k-nn k-nearest-neighbor-classifier knn-python
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Jun 28, 2020 - Jupyter Notebook
A complete Guide to K-Nearest-Neighbors with Applications in Python
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Oct 28, 2021 - Jupyter Notebook
In this notebook we'll see how to use KNN to classify the IRIS Flowers.
jupyter-notebook knn iris-flowers iris-dataset knn-classification iris-flower-classification knn-model iris-classification knn-classifier iris-dataset-tutorial knn-algorithm iris-classification-model knn-python
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Oct 8, 2022 - Python
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