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20-newsgroups_text-classification

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

augmented-reality

Project 4 - Calibration and Augmented Reality, for CS-5330: Pattern Recognition and Computer Vision, Spring 2022.

chexpert

Proposed solution and baseline for CheXpert dataset, implemented in PyTorch. CheXpert is a large dataset of chest X-rays and competition for automated chest x-ray interpretation by Stanford ML Group.

cs7180-color-constancy

deep-learning-presentation

A (seminar) presentation on basics of Deep Learning made using TeX.

dog-breed-classifier

Project 2 of Udacity's DLND: In this project, we learn how to build a pipeline to process real-world, user-supplied images. Given an image of a dog, the algorithm will identify an estimate of the canine’s breed.

first-contributions

🚀✨ Help beginners to contribute to open source projects

gan-genarate-faces

Project 4 of Udacity's DLND: In this project, we use generative adversarial networks to generate new images of faces.

generate-tv-scripts

Project 3 of Udacity's DLND: In this project, we learn how to generate your own 'Seinfeld' TV scripts using RNNs. The neural network generates a new, "fake" TV script.

gokriznastic.github.io

Personal website

gradient-descent-linear-regression

Using Linear Regression and Stochastic Gradient Descent coded from scratch to predict the electrical energy output for a combined circle power plant.

hugo-theme-charlolamode

This is a minimalistic theme template for websites.

hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

mvc-adventure-game

Dungeon Adventure Game implementing MVC pattern for CS 5010 - Programming Design Paradigms - Fall 2021.

my-data-science-playground

This repository contains my scripts, demos, mini-project and ideas/prototypes I try in python, machine learning, deep learning and data science in general etc.

pred-bike-sharing-patterns

Project 1 of Udacity's DLND: In this project, we build and train our own Neural Network from scratch to predict the number of bikeshare users on a given day.

pytorch-scholarship-challenge_udacity

A collection of notebooks and projects done as a part of Udacity's Pytorch Scholarship Challenge.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-udacity-nanodegree

A collection of notebooks and projects done as a part of Udacity's Deep Learning Nanodegree using Pytorch.

reinforcement-udacity-nanodegree

A collection of notebooks and projects done as a part of Udacity's Deep Reinforcement Learning Nanodegree using Pytorch.

segan

A PyTorch implementation of image segmentation GAN from the paper "SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation".

sentiment-analysis-deployment

Project 5 of Udacity's DLND: In this project, we construct a recurrent neural network for sentiment analysis and deploy the model using Amazon's SageMaker service.

simplest-tensorflow-tutorial

The simplest TensorFlow tutorial for classification of MNIST dataset using neural networks in TensorFlow.

spark-reddit

EECE 5645 - Final Project

titanic_exploratory-data-analysis

Exploratory analysis of the Titanic data set in Python using NumPy & Pandas.

torch-style-transfer

A PyTorch implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge.

ufi

Repository for final year project on face recognition of Unconstrained Facial Images.

vision

Datasets, Transforms and Models specific to Computer Vision

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.