Pinned Repositories
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.
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.
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.
pytorch-scholarship-challenge_udacity
A collection of notebooks and projects done as a part of Udacity's Pytorch Scholarship Challenge.
pytorch-udacity-nanodegree
A collection of notebooks and projects done as a part of Udacity's Deep 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".
torch-style-transfer
A PyTorch implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge.
gokriznastic's Repositories
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".
gokriznastic/20-newsgroups_text-classification
"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.
gokriznastic/SegAN
A PyTorch implementation of image segmentation GAN from the paper "SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation".
gokriznastic/pytorch-scholarship-challenge_udacity
A collection of notebooks and projects done as a part of Udacity's Pytorch Scholarship Challenge.
gokriznastic/pytorch-udacity-nanodegree
A collection of notebooks and projects done as a part of Udacity's Deep Learning Nanodegree using Pytorch.
gokriznastic/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.
gokriznastic/torch-style-transfer
A PyTorch implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge.
gokriznastic/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.
gokriznastic/deep-learning-presentation
A (seminar) presentation on basics of Deep Learning made using TeX.
gokriznastic/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.
gokriznastic/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/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.
gokriznastic/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
gokriznastic/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.
gokriznastic/titanic_exploratory-data-analysis
Exploratory analysis of the Titanic data set in Python using NumPy & Pandas.
gokriznastic/augmented-reality
Project 4 - Calibration and Augmented Reality, for CS-5330: Pattern Recognition and Computer Vision, Spring 2022.
gokriznastic/MVC-adventure-game
Dungeon Adventure Game implementing MVC pattern for CS 5010 - Programming Design Paradigms - Fall 2021.
gokriznastic/cs7180-color-constancy
gokriznastic/first-contributions
🚀✨ Help beginners to contribute to open source projects
gokriznastic/gan-genarate-faces
Project 4 of Udacity's DLND: In this project, we use generative adversarial networks to generate new images of faces.
gokriznastic/gokriznastic.github.io
Personal website
gokriznastic/hugo-theme-charlolamode
This is a minimalistic theme template for websites.
gokriznastic/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.
gokriznastic/reinforcement-udacity-nanodegree
A collection of notebooks and projects done as a part of Udacity's Deep Reinforcement Learning Nanodegree using Pytorch.
gokriznastic/simplest-TensorFlow-tutorial
The simplest TensorFlow tutorial for classification of MNIST dataset using neural networks in TensorFlow.
gokriznastic/spark-reddit
EECE 5645 - Final Project
gokriznastic/ufi
Repository for final year project on face recognition of Unconstrained Facial Images.
gokriznastic/vision
Datasets, Transforms and Models specific to Computer Vision
gokriznastic/yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.