ravikant95's repositories
PW_from_GPS
GPS derived Precipitable Water Vapor (PWV) analysis tools with ML application: Flash Flood prediction in the Eastern Mediterranean area.
100-Days-Of-ML-Code
100 Days of ML Coding
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
adc-toolbox
ADC Toolbox: Comparing Atmospheric Composition Datasets
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Atmosphere
Atmosphère is a work-in-progress customized firmware for the Nintendo Switch.
awesome-gis
😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
BLOOM_Examples
Some quick BLOOM LLM examples
building-inspection-toolkit
Building Inspection Toolkit
GEE-Courses
A collection of Jupyter notebooks for GEE Courses
geoos
A library provides spatial data and geometric algorithms
gis4wrf
QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀
GNSS-Data-Processing-with-RINEX-Observation-Data
Making mathematical calculations and filtering on GNSS data.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
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.
igo2
Assemblage (IGO2) / Open GIS Infrastructure 2.0
laika
Simple Python GNSS processing library
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
mlcourse.ai
Open Machine Learning Course
numpy-ml
Machine learning, in numpy
python_gdal_automated_windows
This repository contains the script for automated download, installation and set-up of Python and GDAL.
satellite-imagery-labeling-tool
This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.
Soils
Soil analyses
tensorflow-eo-training
Deep learning with TensorFlow and earth observation data.