Karthik Venkataramani's repositories
driven-data-submissions
Code for submissions made for Driven Data competitions (https://www.drivendata.org/competitions/)
pydata-seattle-2024
Slides and code from my 2024 PyData Seattle talk
kvenkman.github.io
Personal GitHub page
nasa-omni-script
A simple script to automatically download, process, and generate a single file from multiple years worth of NASA OMNI data
py-global-sim
simulate global societal dynamics
py_dir_tree
Print directory structure for requested folder or pipe it to an output file.
earthaccess
Python Library for NASA Earthdata APIs
our-sun-now
React app to display SDO images
advent-of-code-2021
Solutions to the advent of code 2021 problems
cal-val-example
Demonstrating the organization and validation processing for Classification
dem_stitcher
Download and merge DEM tiles for processing interferograms with ISCE2
DSWx-HLS-Requirement-Verification
Verify Requirements of DSWx-HLS using validation Datasets
easysnowdata
package to easily get data relevant to snow
hipp
Historical Image Pre-Processing
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
kornia
Geometric Computer Vision Library for Spatial AI
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
music-i-find
A repo with lists of music I find, organized by the year of discovery
pysheds
:earth_americas: Simple and fast watershed delineation in python.
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
rasterio
Rasterio reads and writes geospatial raster datasets
scikit-image
Image processing in Python
scikit-learn
scikit-learn: machine learning in Python
torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data