gokriznastic

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".

spark-reddit

EECE 5645 - Final Project

gokriznastic.github.io

Personal website

hugo-theme-charlolamode

This is a minimalistic theme template for websites.

MVC-adventure-game

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

torch-style-transfer

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

cs7180-color-constancy

augmented-reality

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

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.

reinforcement-udacity-nanodegree

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

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.

SegAN

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

vision

Datasets, Transforms and Models specific to Computer Vision

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.

ufi

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

pytorch-udacity-nanodegree

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

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.

yellowbrick

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

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.

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.

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.

pytorch-scholarship-challenge_udacity

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

20-newsgroups_text-classification

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

simplest-TensorFlow-tutorial

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

first-contributions

🚀✨ Help beginners to contribute to open source projects

titanic_exploratory-data-analysis

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

deep-learning-presentation

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

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers