cambridge-iccs Goto Github PK
Name: Institute of Computing for Climate Science
Type: Organization
Bio: Institute of Computing for Climate Science at the University of Cambridge
Twitter: Cambridge_ICCS
Blog: https://iccs.cam.ac.uk
Name: Institute of Computing for Climate Science
Type: Organization
Bio: Institute of Computing for Climate Science at the University of Cambridge
Twitter: Cambridge_ICCS
Blog: https://iccs.cam.ac.uk
Carpentries workshop page for the April 2024 git training for CALIPSO
A solution to the 2D advection equation in Julia. (ICCS Summer School 2023 Hackathon project.)
Resources for ICCS web (but public website replaced by https://iccs.cam.ac.uk)
Common Infrastructure for Modeling the Earth
Common Infrastructure for Modeling the Environment
Conference website for Climate Informatics 2023.
Morning session for CUDA lab
Code and examples on directly calling Tensorflow / Pytorch / Keras ML models from Fortran.
A library for directly calling TensorFlow / Keras ML models from Fortran.
A library for directly calling PyTorch ML models from Fortran.
Benchmarking for the fortran-pytorch-lib against forpy (disconnected form MiMA)
Materials for a workshop showing how to use the FTorch library to couple PyTorch and Fortran
Repo for practical activities for the ICCS 2024 Summer School Git Introductory Course
Repo used in Git/Github training (ICCS summer school 2022)
Gaussian processes in JAX.
ICCS Summer School OpenMP slides
Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation
Coupled MiMA Version
Code used in:"Use of neural networks for stable, accurate and physically consistent parameterization of subgrid atmospheric processes with good performance at reduced precision"
Practical session for Cambridge ICCS Summer School 2024. AI in weather and climate. Observational System Simulation Experiences in the Atlantic Ocean for enhanced surface ocean ππΆπ2 reconstructions.
Open Network-Enabled Flux processing pipeline
Training material on writing machine learning code with PyTorch by ICCS
The process_model tool reads a TensorFlow SavedModel and outputs Fortran code to interface it to the fortran-tf-lib
Code and slides for profiling workshop
Data assimilation system for the PyQG model
Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"
Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.