jaigovind Goto Github PK

ai4em_mooc

arset_ml_fundamentals

Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"

asf-jupyter-notebooks

awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

bayesianprobabilitiesworkshop

A collection of questions and solutions to problems presented at Rasmus Bååth's Bayesian probabilities workshop.

computational_mathematics

This contains some of the computer code presented in the book "Computational Mathematics: Introduction to Numerical Analysis and Scientific Computing with Python" by D. Mitsotakis

data-cleaning-101

Data Cleaning Libraries with Python

fouriertalkoscon

Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.

geo-sinc

housingprices

Entire pipelining process

isce2-docs

Documents and tutorials for isce2

jaibird-analysis

latextemplates

location_models

Example codes for IEM 4203/5203: shortest paths, transportation problem, k-median, k-center, set cover, facility location, max k-cover

machine-learning-with-python

Python code for common Machine Learning Algorithms

master

A machine learning course using Python, Jupyter Notebooks, and OpenML

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

mlusingpythonbook

nptel-intro-to-ml

This repo will contain PPT slideds used by the professor in the NPTEL course Introduction to machine learning

ocl_lab

Optimization with Constraint Learning (OCL) Lab

opensar

Synthetic Aperture Radar (SAR) Tools and Documents from Earth Big Data LLC

opticl

An end-to-end framework for mixed-integer optimization with data-driven learned constraints.

optimization-demo-files

Examples on numerical optimization

overseas-companies-land-ownership-public

Joint analysis by Who Owns England, Global Witness and Transparency International of overseas corporate ownership of land in England and Wales.

plus_practice-image-processing

Course Material

ppi4sd

Data and code repository for the project Policy Priority Inference for Sustainable Development

py_materials

Repository containing all the Python materials

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

satellite_imagery_analysis

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.