Notebooks GPU
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Access Token API-key Authentication AVHRR C3S Cluster Core API CUDA cuDF cuML Dask Deep Learning DestineLab Digital Twin earthkit ECMWF EODAG ERA5 GFM GPU HDA Hook HTTP requests Machine Learning Metop OLCI pyaviso PyTorch Queryables RAPIDS ROI satpy scikit-learn Sentinel-2 Sentinel-3 SEVIRI STAC STACK Storage TensorFlow Time Series Token Workflow XGBoost
XGBoost GPU training
CPU and CUDA training comparison for decision tree.
CPU and CUDA training comparison for decision tree.
XGBoostMachine LearningCUDAGPU
View NotebookRAPIDS GPU acceleration
cuDF and cuML benchmarks. GPU vs CPU comparison.
cuDF and cuML benchmarks. GPU vs CPU comparison.
RAPIDScuDFcuMLGPU
View NotebookPyTorch GPU example
CUDA checks, benchmarks, and toy training. GPU vs CPU comparison.
CUDA checks, benchmarks, and toy training. GPU vs CPU comparison.
PyTorchCUDADeep LearningGPU
View Notebookscikit-learn vs cuML
scikit-learn vs cuML comparison on basic ML methods.
scikit-learn vs cuML comparison on basic ML methods.
scikit-learncuMLMachine LearningGPU
View NotebookTensorFlow GPU example
Device checks, benchmarks (GPU vs CPU), and CNN training.
Device checks, benchmarks (GPU vs CPU), and CNN training.
TensorFlowCUDADeep LearningGPU
View NotebookDeep Learning example for Sentinel-2
Land cover classification on Sentinel-2 images with CNN. Used ResNet-18 with transfer learning from ImageNet
Land cover classification on Sentinel-2 images with CNN. Used ResNet-18 with transfer learning from ImageNet
Deep LearningSentinel-2GPU
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