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from-scratch-in-python

Here are 15 public repositories matching this topic...

yuliya-akchurina / KNN_from_scratch

Write the K Nearest Neighbors classifier from scratch in Python. Test it on email spam classification dataset.

knn-classifier from-scratch-in-python

Updated Aug 4, 2022
Python

marius-florea / nn-zero-to-hero

Neural Networks: Zero to Hero

nlp neural-networks transformer-architecture from-scratch-in-python

Updated Aug 22, 2024
Roff

Pegah-Ardehkhani / Deep-Neural-Network-From-Scratch

"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

Updated Jun 29, 2022
Jupyter Notebook

hautran7201 / skip_gram_for_document_classification

document-classification skip-gram embeddings-word2vec negative-sampling from-scratch-in-python

Updated Apr 27, 2024
Python

siddikayyappa / PCA-Regression-Nearest-Neighbours

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

Updated Nov 1, 2022
Jupyter Notebook

Pegah-Ardehkhani / One-Hidden-Layer-Neural-Network-From-Scratch

"One Hidden Layer Neural Network" from Scratch

data-science machine-learning deep-learning neural-network hidden-layers from-scratch from-scratch-in-python

Updated Jun 29, 2022
Jupyter Notebook

sheikhartin / farr

A brand new programming language designed for developers with diverse coding interests! Yes, it's free to star 🌟!

programming-language interpreted-programming-language from-scratch from-scratch-in-python

Updated Mar 28, 2024
Python

VoIDWALkER7 / MNIST

MNIST Digit Detector Model using only Numpy

python numpy mnist from-scratch-in-python

Updated Jun 2, 2024
Jupyter Notebook

2003HARSH / Transformer-based-Decoder-only-Language-Model

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.

transformers pytorch gpt language-model from-scratch-in-python

Updated Aug 30, 2024
Jupyter Notebook

yilmaz0734 / harris-detector-from-scratch

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

Updated Jan 14, 2024
Jupyter Notebook

Pegah-Ardehkhani / CNN-From-Scratch

"CNN" from Scratch

python data-science machine-learning deep-neural-networks deep-learning cnn from-scratch from-scratch-in-python

Updated Jun 29, 2022
Jupyter Notebook

paulinamoskwa / from-scratch

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

Updated Jan 22, 2024
Jupyter Notebook

yilmaz0734 / histogram-from-scratch

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.

histogram from-scratch-in-python histogram-from-scratch 3d-histogram grid-based-histogram

Updated Jan 14, 2024
Jupyter Notebook

Pegah-Ardehkhani / LogisticRegression-From-Scratch

"Logistic Regression" from Scratch

python data-science machine-learning machine-learning-algorithms prediction logistic-regression from-scratch from-scratch-in-python

Updated Jun 22, 2022
Jupyter Notebook

akkik04 / Binary-Classification-Demo

Binary classification machine learning algorithm using only Numpy

machine-learning classification binary-classification from-scratch-in-python

Updated Jan 29, 2023
Jupyter Notebook

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