simonrp84

resume.github.com

Resumes generated using the GitHub informations

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

babyagi

tsfresh

Automatic extraction of relevant features from time series:

techniques

Techniques for deep learning with satellite & aerial imagery

Fast-F1

FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry

pysheds

:earth_americas: Simple and fast watershed delineation in python.

geoda

GeoDa: An introduction to spatial data analysis

GeoTorchAI

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

pyresample

Geospatial image resampling in Python

python-data-viz-workshop

A workshop on data visualization in Python with notebooks and exercises for following along.

aitlas

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

hydra-floods

HYDrologic Remote sensing Analysis for Floods Python package

iris

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

ecrad

ECMWF atmospheric radiation scheme

planesnet-detector

Detect airplanes in Planet imagery using machine learning

pyOptimalEstimation

CUMULO

a benchmark dataset for training and evaluating global cloud classification models.

TAMS

TAMS

atdelay

Air Traffic Delays Prediction Models

FlyingClimate

What goes up must come down again.

fastmeteo

A super fast libaray to get meteorological data for flights

satellite-labelling-tool

Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.

pycrtm

atrain_match

Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products

tartes

Two-streAm Radiative TransfEr in Snow model

mie

Mie spherical particle scattering with derivatives

CALIOPy

Various Python utilities for working with CALIOP data

satellite-dataloader

Support routines to load satellite data into various formats.