sudurbhattarai Goto Github PK

1806

18.06 course at MIT

arset_ml_fundamentals

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

bsudur

detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

ggtools

The ggtools package is an archive of scientific routines that can be used to handle the GRACE(Gravity Recovery and Climate Experiment) and GRACE-FO(Follow-on) GSM data(RL06 Level-2 monthly solutions) and GLDAS grid data.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hello

Web programming with Python and JavaScript

igpp_shortcourse_2022

Short Course in Computational Methods

machhapuchhre-model-trek

This is the final year undergadaute thesis done in the partial fulfillment of requirements for the Bachelor's Degree in Geomatics Engineering. This group project- “Integrated PGIS for the Sustainable Development of Tourism of Machhapuchhre Trek Route and Development of Mobile Based Application" encompasses various decision-making tools like AHP, MCDA and spatial analysis like least cost path analysis, ArcGIS model builder to generate the least cost path (most suitable trek route)for the trekking route in newly explored but not fully developed Machhapuchhre Region. Also, the various amenities, details, attractions and hubs for the trekking are disseminated through the mobile based android application. And this definitely would help to ease the trekking in the region.

mlgeoscience

Teaching material for ML in Geoscience course

otsu-thresholding

Image Processing: Segmentation Using Otsu Threshold Method

paragliding-monitoring-system

This project, Paragliding Monitoring System, deals with the monitoring the para glider, i.e., to find the (x, y, z) coordinates of paraglide in the real time, which to the great extent helps to locate its position, as a result saves the life of those in the paraglide in case of the fatalities and casualties via the rescue team after observing the behaviour of the glide in the real time.

python_course

satellite_climatology

scikit-learn

scikit-learn: machine learning in Python

sudurbhattarai.github.io

trekking-route

understanding_ml

lectures and exercises of my university course Understanding Machine Learning