Prasun K. Gupta's repositories
ogr-geopandas-tutorial
Material for distance learning course on "Geoprocessing using Python"
qgis-plugin-tutorial
Building a plugin in QGIS 3.6 using Python
nightlights
Modelled VIIRS-DNB like night-time lights datasets
Time_Series_Satellite_Data_Visualizer
The aim of software to express the phenology by showing the Various stretching (Histogram,Standard Deviation, 2 InterQuartile Range, Percentile Clipping) of the images in various colormaps so that the study of level of vegetation and greenery can be done. Tutorial : https://youtu.be/6Fizcg3U7Ss
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
BASS-Net
Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification
CometTS
Comet Time Series Toolset for working with a time-series of remote sensing imagery and user defined polygons
courses
fast.ai Courses
cp255-materials
Course materials, IPython notebooks, tutorials, and guides for CP255 Urban Informatics and Visualization at UC Berkeley
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes
datacube-iirs
Current working version of the datacube for uttarakhand data
DataScienceCourse
This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.
DeepLearning-Image
Introduction to Deep Learning for Image Recognition
DeepNetsForEO
Deep networks for Earth Observation
FloodRisk
Study & assessment of probable impact of catastrophic flood events & manage flood risk with a first order flood-fill model developed using Python geospatial libraries
Geopython
Spatial/Geo Python explorations
hpc-sp16
CSE workshops in High-Performance Computing
leaflet-simple-csv
Put points on a map. CSV-driven, clustered, mobile-ready, filterable.
quickmapservices_contrib
Contributed data sources for QuickMapServices
scipy-lecture-notes
Tutorial material on the scientific Python ecosystem
space-time-analytics
Lecture notes and various items for a course on space-time analytics
TrackSat
Purely Python based Satellite Tracking Tool
TrackSat-Web
Satellite Tracking and Visualisation WebApp using TLE data