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nearest-neighbours-classifier
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51 public repositories
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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.
Updated
Feb 21, 2024
Jupyter Notebook
As part of the UCSanDiego online course "Machine Learning Fundamentals"
Updated
Jan 10, 2024
Python
A Python implementation of Nearest Neighbors algorithm from scratch using numpy
Updated
Jan 4, 2024
Jupyter Notebook
Here I am starting with Machine Learning notes after SQL notes. I have covered the following topics such as:
Updated
Oct 2, 2023
Jupyter Notebook
C++/Python implementation of Nearest Neighbor Descent for efficient approximate nearest neighbor search
Use Kmean Clustering and Collaborative filtering approach for the recommendation problem
Updated
Apr 29, 2023
Python
How can I trust you? An intuition and tutorial on trust score
Updated
Mar 25, 2023
Jupyter Notebook
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
Updated
Mar 24, 2023
Python
A simple program to classify the nearest neighbor for different data clusters
Updated
Feb 28, 2023
Python
Machine Learning and Analysis of Big Data course, Computer Science M.Sc., Ben Gurion University of the Negev, 2020
Updated
Feb 11, 2023
MATLAB
Various mathematical classifiers in Python
Updated
Jan 22, 2023
Python
This is the source code of the work for Assignment-2, Statistical Methods in AI, 5th Semester, IIITH, '22
Updated
Nov 1, 2022
Jupyter Notebook
Feature wise normalization: An effective way of normalizing data
Updated
Feb 4, 2024
Python
1-Bag of SIFT representation and nearest neighbor classifier
Updated
Aug 12, 2022
Jupyter Notebook
CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View
Updated
Jun 30, 2022
Python
Build a kNN (k-Nearest Neighbor) model from scratch to predict 10 test data.
Updated
Jun 24, 2022
Jupyter Notebook
In this project we have to classify the Fashion-MNIST dataset which contains black and white photos of clothing using classification algorithms.
Updated
Apr 28, 2022
Jupyter Notebook
This repository contains jupyter notebooks providing an implementation of basic Machine Learning models for regression and classification.
Updated
Dec 24, 2021
Jupyter Notebook
'Learning' programming assignments for the Harvard CS50's Introduction to Artificial Intelligence with Python 2021 course
Updated
Nov 3, 2021
Python
These are computer assignments of the book "An Introduction to Machine Learning" by Miroslav Kubat
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