Aya's starred repositories
pygeofilter
pygeofilter is a pure Python parser implementation of OGC filtering standards
stac-react
React components and hooks for building STAC-API front-ends
titiler-xarray
[DEMO] TiTiler extension for xarray
OpenCL-Wrapper
OpenCL is the most powerful programming language ever created. Yet the OpenCL C++ bindings are cumbersome and the code overhead prevents many people from getting started. I created this lightweight OpenCL-Wrapper to greatly simplify OpenCL software development with C++ while keeping functionality and performance.
zarr-specs
Zarr core protocol for storage and retrieval of N-dimensional typed arrays
xpartition
Tool for writing large xarray datasets to zarr stores with independent processes
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
geocat-comp
GeoCAT-comp provides implementations of computational functions for operating on geosciences data. Many of these functions originated in NCL and were translated into Python.
segment-anything-eo
Earth observation tools for Meta AI Segment Anything
earthaccess
Python Library for NASA Earthdata APIs
intake-esm
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
pyvista-xarray
xarray DataArray accessors for PyVista
Monitoring_of_lake_dynamics
This is a program that uses multi-source remote sensing data to monitor the dynamic changes of lakes.
Crop-Classification
In this project, I built 140 models using Random Forest, Naive Bayes, KNN, Catboost, Dense, CNN and MLP classifier. I used pandas, numpy and tensorflow. The goal was to predict the classes of crop based on satellite images. This was also a kaggle competition where I won first place.