Francesco Nattino
ESMValCore
ESMValTool Core: core functionalities and driver for ESMValTool, a community diagnostic and performance metrics tool for routine evaluation of Earth System Models in CMIP.
- Big data
- Optimized data handling
- Visualization
- + 1
- (Dockerfile)
- (HTML)
- (JavaScript)
- + 4
swyft
swyft is the official implementation of Truncated Marginal Neural Ratio Estimation, a hyper-efficient, simulation-based inference technique for complex data and expensive simulators.
- Bayesian Inference
- Data Analysis
- ("Jupyter Notebook")
- (Python)
Clustering Geo-data Cubes
Tool to perform cluster analysis of multi-dimensional geospatial data, running on local or distributed systems.
- Big data
- geospatial
- Machine learning
- + 1
- ("Jupyter Notebook")
- (Python)
- (TeX)
Introduction to Geospatial Raster and Vector Data with Python
This lesson material shows how practical geospatial data analysis tasks can be carried out using Python
- Data Analysis
- geospatial
- Image processing
- + 4
dhdt
A photohypsometric Python library to estimate glacier elevation change via optical remote sensing imagery
- geospatial
- Glacier
- image
- + 2
- (Python)
- (TeX)
SARXarray
An Xarray extension to process coregistered Single Look Complex (SLC) image stacks acquired by Synthetic Aperture Radar (SAR).
- Dask
- InSAR
- Interferometry
- + 6
- (Python)
- (ReScript)
- (TeX)
dCacheFS
Python file-system interface for dCache storages.
- Data
- Inter-operability & linked data
- Optimized data handling
- + 1
- ("Jupyter Notebook")
- (Python)
diffWOFOST
The python package diffWOFOST is a differentiable implementation of WOFOST models using torch, allowing gradients to flow through the simulations for optimization and data assimilation.
- Data Analysis
- deep learning
- High performance computing
- + 2
- (Python)
Laserfarm
Laserfarm: Laserchicken Framework for Applications in Research in Macroecology. Leverage Laserchicken in distributed fashion to use continental scale point cloud datasets for research.
- (Dockerfile)
- ("Jupyter Notebook")
- (Python)
rcoins
Identify continuous lines in a spatial network.
- geospatial
- Networks
- R
- (Python)
- (R)
rcrisp
rcrisp provides tools to automate the morphological delineation of riverside urban areas.
- Data Analysis
- geospatial
- R
- + 1
- (R)
- (TeX)
JupyterDaskOnSLURM
A Dask cluster and a Jupyter server on a SLURM system
- Big data
- High performance computing
- jupyter notebooks
- + 1
- (Python)
- (Shell)