Pratik Kubal's repositories
Deep-Laplacian-Pyramid-Networks
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks
GAN-Tutorial
A Tale of Two Deep Learners
AML-PGM-1
Determining Probabilities of Handwriting Formations using PGMs
AML-XAI-2
Exploring the creation of explainable AI for the task of Writer verification. Experimenting with techniques such as Probabilistic Graphical Models, Autoencoders, Siamese Networks, and Multi-Task Learning. Probabilistic Graphical modelling involves entropy learning and Sigmoid Structured CPD inference mechanism.
athena
Hardware Implementation of AES using C AES-NI instruction set.
bitswap
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables
Cerberos
Machine learning Quick visualization and plot on a general statistical polynomial equation and a Linear equation for Learning and Medium business solutions
CSE573-CVIP-Project3
Implemented Hough Transform for lines and circles from scratch using only Numpy and some basic libraries. Morphological Image Processing and Histogram Analysis
coding-interview-university
A complete computer science study plan to become a software engineer.
Complete-Python-Bootcamp
Lectures for Udemy - Complete Python Bootcamp Course
CSE565-Rtl-Attack
Return to Libc attack in older Linux Systems
CSE573-Project2
SIFT based keypoint detection, Epipolar lines and Color Quantization were main parts in this Project. The Color Quantization using Gaussian Mix(EM algorithm) is still work in process. Hopefully will complete it during Winter Break.
CSE574-ML-Ensemble_Learning
Implemented an Ensemble of four classifiers (Softmax Logistic Regression, Random Forest, Neural Network, and SVM on MNIST dataset. Then tested the final ensemble for a different unseen US postal Service dataset for digits showing No Free Lunch Theorem
helene
Computer Vision & Image Processing Project - Implementation of first three steps of Sift Keypoint detection, Sobel Edge detection and template matching for cursors
ML-GMM
Gaussian Mixture Model for LeToR problem
PlusCal-examples
Pluscal/TLA+ modeling of distributed systems/protocols
rl-baselines-zoo
A collection of 70+ pre-trained RL agents using Stable Baselines
text_mining
REST API based Text Mining in R
thalia
Studying the effect of different KeySizes and Blocksizes for various Cryptography techniques such as RSA, HMAC and DSA.