Pinned Repositories
covid19
Dashboard for the COVID19 spread
deadtrees
Semantic Segmentation model for the detection of dead trees from ortho photos.
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)
guitars-app
A web app to classify guitar models using a Convolutional Neural Net (CNN)
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, Germany
ldndc2nc
Postprocessor for LandscapeDNDC: translates default output to netCDF files
ldndctools
Preprocessing tools for LandscapeDNDC (site.xml, climate files)
lpjguesstools
stantic
👨🏻🦰 SensorThings API Pydantic interface
xarray-101
A quick tutorial into geo-data processing with python (mostly xarray)
cwerner's Repositories
cwerner/fastai_ml_examples
My attempt to convert the fast.ai (v0.7) example notebooks to v1.0
cwerner/phili_rice_sims
Analysis of the LandscapeDNDC Philippines Rice sims
cwerner/code_search
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
cwerner/cwerner.github.io
source for christianwerner.net
cwerner/docker-data-science
Base image for my data science stuff
cwerner/docker-machine-driver-hetzner
Docker machine driver for the new hetzner cloud API
cwerner/earthshape
Plotting stuff for coupled-simulation results
cwerner/fastai
The fastai deep learning library, plus lessons and and tutorials
cwerner/fastai_dl1_v3_notebooks
My modified notebooks/ experiments of the new fast.ai DL1 course (fast.ai v1, starting 22nd Okt 2018)
cwerner/friggeri-cv-boosted
Two-column CV. Versatile and pleasing. Powered with the magic of LaTeX.
cwerner/landlabsqueezer
Small tool to compress netCDF files
cwerner/pegelbuddy
cwerner/WassersteinGAN