"One Hidden Layer Neural Network" from Scratch
A brand new programming language designed for developers with diverse coding interests! Yes, it's free to star 🌟!
"Deep Neural Network" from Scratch
"CNN" from Scratch
"Logistic Regression" from Scratch
Write the K Nearest Neighbors classifier from scratch in Python. Test it on email spam classification dataset.
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.
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.
Neural Networks: Zero to Hero
This is the source code of the work for Assignment-2, Statistical Methods in AI, 5th Semester, IIITH, '22
MNIST Digit Detector Model using only Numpy
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.
Collection of implementations from scratch (mostly ML)
Binary classification machine learning algorithm using only Numpy
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