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/covid19
Dashboard for the COVID19 spread
cwerner/deadtrees
Semantic Segmentation model for the detection of dead trees from ortho photos.
cwerner/ldndc2nc
Postprocessor for LandscapeDNDC: translates default output to netCDF files
cwerner/ldndctools
Preprocessing tools for LandscapeDNDC (site.xml, climate files)
cwerner/yieldgap-analysis-africa
Analysis and plotting notebooks for the YieldGap analysis paper
cwerner/stantic
👨🏻🦰 SensorThings API Pydantic interface
cwerner/banditpam_demo
Alpine Data Lovers BanditPAM demo
cwerner/cwerner
cwerner/dashboard-sta
Experimental dashboard using streamlit, stantic, and other goodies
cwerner/dataflow-backend
Experimental backend for IFU dataflow ⚙️
cwerner/dataflows
🤖 (Experimental) dataflows using Prefect v2 (Orion) and K8
cwerner/ds-default
cwerner/fire-tft
🔥 Experimental DL fire prediction model using Temporal Fusion Transformer (TFT)
cwerner/kedro-spaceflight
cwerner/kkplot
python module for source code generation of plotting routines
cwerner/lightning-hydra-template
PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡
cwerner/localGPT
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
cwerner/mwanake-dosat-climate
ERA5 Land climate selection for Rickys DOSat project
cwerner/notes-of-interest
Fastpages trial
cwerner/orion-test
cwerner/paper-kraus-awd_philippines
cwerner/paper-werner-rice-vietnam
Data processing for the rice sim Vietnam paper
cwerner/pathy
a python Path interface for file and cloud bucket storage
cwerner/python-foo
Collection of random python experiments
cwerner/residuegas
RandomForest and XGBoost model training and Streamlit app for the ResidueGas project.
cwerner/saqc-playground
QA/ QC tests using SaQC
cwerner/sqlmodel-experiments
Testing SQLModel for QA tracking of data flows
cwerner/susalps-grassland-traits
Data repository for SUSALPS Grassland Repository
cwerner/tiler
N-dimensional NumPy array tiling and merging with overlapping, padding and tapering
cwerner/workshop-uncool-mlops