Write the K Nearest Neighbors classifier from scratch in Python. Test it on email spam classification dataset.
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Aug 4, 2022 - Python
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from-scratch-in-python
Here are 15 public repositories matching this topic...
This repository explores building a character-level transformer decoder in PyTorch, similar to GPT while focusing more on understanding individual components. My goal is to gain deep transformer knowledge and see if character-level learning improves handling of unseen words. The code allows for hyperparameter tuning and experiment customization.
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Jun 17, 2024 - Jupyter Notebook
"Deep Neural Network" from Scratch
python
data-science
machine-learning
deep-neural-networks
deep-learning
neural-network
hidden-layers
from-scratch
from-scratch-in-python
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Jun 29, 2022 - Jupyter Notebook
Neural Networks: Zero to Hero
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Mar 23, 2023 - Jupyter Notebook
"One Hidden Layer Neural Network" from Scratch
data-science
machine-learning
deep-learning
neural-network
hidden-layers
from-scratch
from-scratch-in-python
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Jun 29, 2022 - Jupyter Notebook
"CNN" from Scratch
python
data-science
machine-learning
deep-neural-networks
deep-learning
cnn
from-scratch
from-scratch-in-python
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Jun 29, 2022 - Jupyter Notebook
Includes the codes and report for Take Home Exam 2 of the CENG483 course (Introduction to Computer Vision). The purpose of this THE is to gain insight related to harris interest point detection.
harris-interest-point-detector
harris-corner-detector
from-scratch-in-python
harris-corner-detector-from-scratch
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Jan 14, 2024 - Jupyter Notebook
A brand new programming language designed for developers with diverse coding interests! Yes, it's free to star 🌟!
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Mar 28, 2024 - Python
MNIST Digit Detector Model using only Numpy
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Jun 2, 2024 - Jupyter Notebook
"Logistic Regression" from Scratch
python
data-science
machine-learning
machine-learning-algorithms
prediction
logistic-regression
from-scratch
from-scratch-in-python
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Jun 22, 2022 - Jupyter Notebook
raw implementation of the binary classification machine learning algorithm w/ only numpy 😯📊
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Jan 29, 2023 - Jupyter Notebook
Collection of implementations from scratch (mostly ML)
python
machine-learning
ai
machine-learning-algorithms
ml
pytorch
transformer
attention
from-scratch
machine-learning-from-scratch
ml-from-scratch
pytorch-implementation
implementation-from-scratch
ml-papers
transformer-from-scratch
from-scratch-in-python
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Jan 22, 2024 - Jupyter Notebook
Includes the codes and report for Take Home Exam 1 of the CENG483 course (Introduction to Computer Vision). The purpose of the THE is familiarize ourselves with the concept of various types of histogram.
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Jan 14, 2024 - Jupyter Notebook
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Apr 27, 2024 - Python
This is the source code of the work for Assignment-2, Statistical Methods in AI, 5th Semester, IIITH, '22
python
numpy
linear-regression
pca
logistic-regression
regularization
ridge-regression
eigenfaces
lasso-regression
iris-dataset
nearest-neighbours-classifier
iiith
from-scratch-in-python
iiit-cfw
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Nov 1, 2022 - Jupyter Notebook
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