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/guitars-app
A web app to classify guitar models using a Convolutional Neural Net (CNN)
cwerner/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
cwerner/chrwerner.github.io
Build a Jekyll blog in minutes, without touching the command line.
cwerner/crimeanalysis
Crime analysis for courser data science course
cwerner/earthshape2_paleosims
Earthshape Phase 2 LPJ-GUESS paleo vegetation sims
cwerner/ge-example
An experimental data screening toolkit using Great Expectations and Streamlit
cwerner/qapandas
Some experiments for extending pandas data structures with quality indicators and other metadata
cwerner/sumo_dndc
An attempt of a surrogate model to LandscapeDNDC. Very experimental 🤓
cwerner/tabnet-exp
Experiments with tabular deep learning using pytorch tabnet and fast.ai
cwerner/mopga
cwerner/blightanalysis
Exploratory notebook for capstone project
cwerner/cwerner.ai
The root index for the data science apps on cwerner.ai
cwerner/dash-exp
Some experiments with plotly/ dash
cwerner/deploy-ml-fastapi-redis-docker
Deploy and scale machine learning models with FastAPI, Redis and Docker
cwerner/docker-dev
Docker images for portable development environments
cwerner/fe_oekologie
Handouts for the FE Ökologie Exercise Course, Goethe University Frankfurt (2018, 2019)
cwerner/google-research
Google AI Research
cwerner/imgcaption-ui
A small test for streamlit. Feed a REST endpoint and display results...
cwerner/janz_china_region_selection
Notebook to search for suitable campaign sites
cwerner/kenya_geoprocessing_tschrank
Just some small script for Thomas to show geopandas/ shapely Shapefiles manipulation
cwerner/ml-articles
Articles on machine learning
cwerner/mqtt-camera-streamer
Stream images from a connected camera over MQTT & view using Streamlit
cwerner/Practical-Deep-Learning-for-Coders-2.0
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
cwerner/restbot
A FastAPI app template (mostly for experimentation atm)
cwerner/restbot-control
A streamlit frontend to control an restbot instance
cwerner/restbot-payload-inference
A template for a restbot ML inference payload
cwerner/streamlit-experiments
A bunch of ideas and experiments with the awesome Streamlit package
cwerner/testitest
Dieses FRepo lebt nicht lange
cwerner/thredds-resources
Some thredds resources (logos etc.)
cwerner/xarray
N-D labeled arrays and datasets in Python