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fastclass
Little tools to download and then weed through images, delete and classify them into groups for building deep learning image datasets (based on crawler and tkinter)covid19
Dashboard for the COVID19 spreadguitars-app
A web app to classify guitar models using a Convolutional Neural Net (CNN)deadtrees
Semantic Segmentation model for the detection of dead trees from ortho photos.xarray-101
A quick tutorial into geo-data processing with python (mostly xarray)kit_micmor_summerschool_2019
Notebooks and info for the MiCMOR 2019 SummerSchool "Environmental Data Science: From Data Exploration to Deep Learning", IMK-IFU KIT Campus Alpin, Sept. 4 - 13 2019, Garmisch-Partenkirchen, Germanylpjguesstools
yieldgap-analysis-africa
Analysis and plotting notebooks for the YieldGap analysis paperqapandas
Some experiments for extending pandas data structures with quality indicators and other metadataldndc2nc
Postprocessor for LandscapeDNDC: translates default output to netCDF filesedgar5-analysis-africa
A small analysis for Klaus of EDGAR v5 N2O Emissions in Africast-folium-demo
Streamlit/ folium plotting demostations
earthshape2_paleosims
Earthshape Phase 2 LPJ-GUESS paleo vegetation simscrimeanalysis
Crime analysis for courser data science coursegans-galore
A collection of GANs for experimentation and learningtabnet-exp
Experiments with tabular deep learning using pytorch tabnet and fast.aildndctools
Preprocessing tools for LandscapeDNDC (site.xml, climate files)fastai_ml_examples
My attempt to convert the fast.ai (v0.7) example notebooks to v1.0Love Open Source and this site? Check out how you can help us