isroalka's Projects
This is Andrew NG Coursera Handwritten Notes.
A list of resources to get you started with Deep Learning based despeckling of Synthetic Aperture Radar(SAR) images
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;
Build logistic regression, neural network models for classification
This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images.
All codes written by me in my Digital Image Processing & Analysis course.
Multiple approaches to predicting disaster tweets on Kaggle dataset
PyTorch model DLPU for phase unwrapping
Tutorials and content created by Earth Engine users, for Earth Engine users
Collection of TensorFlow 2.0 code for Earth Observation applications
A dockerized toolbox for easily processing remote sensing imagery from various public sources.
Hformer: Hybrid CNN-Transformer for Single Wrapped Phase to Fringe Order Prediction Fringe Projection 3D measurement
Documents and tutorials for isce2
Config files for my GitHub profile.
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FIST
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Notes for Stanford CS224N: Natural Language Processing with Deep Learning.
Saving All Papers and codes helpful for PU
Course Material for the online short course on Quantum Computing Using QSim
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Deep learning with satellite imagery
SimVLM ---SIMPLE VISUAL LANGUAGE MODEL PRETRAINING WITH WEAK SUPERVISION