pratik-kubal Goto Github PK

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

ceres

Handwriting Comparison Task in Forensics done using GMM Linear Regression, Logistic Regression and Neural. Built upon the starter code and customized the hyper parameters for each of the approaches.

chipsfilesearch

Network Lab (NPL) Project on LAN file search Program using SSH

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-cvip-project3

Implemented Hough Transform for lines and circles from scratch using only Numpy and some basic libraries. Morphological Image Processing and Histogram Analysis

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

cse574-ml-reinforcement-learning

deep-laplacian-pyramid-networks

Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks

gan-tutorial

A Tale of Two Deep Learners

gottacatchemall

helene

Computer Vision & Image Processing Project - Implementation of first three steps of Sift Keypoint detection, Sobel Edge detection and template matching for cursors

keras-gan

Keras implementations of Generative Adversarial Networks.

learn

My list of things to learn

machine-learning-curriculum

Complete path for Machine Learning Scientist

migsearch

A LAN search module which uses code migration to move through the Network while searching a file

ml-gmm

Gaussian Mixture Model for LeToR problem

perm-analysis

pluscal-examples

Pluscal/TLA+ modeling of distributed systems/protocols

reducingbias

rl-baselines-zoo

A collection of 70+ pre-trained RL agents using Stable Baselines

siamese_caffe_mnist

situationcrf

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network