Ecosyste.ms: Awesome
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Projects in Awesome Lists by kenzaxtazi
A curated list of projects in awesome lists by kenzaxtazi .
https://github.com/kenzaxtazi/precip-prediction
Application of Gaussian Processes to predicting local precipitation in the Upper Indus Basin, Himalayas.
climate-change gaussian-processes himalayas precipitation water-security
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/icml23-gpframe
Code and data for 'Beyond Intuition, a Framework for Applying GPs to Real-World Data' presented at the Structured Probabilistic Inference and Generative Modeling Workshop at ICML 2023.
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/realworldgp
A practical guide for applying GPs to real-world data
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/agri-risk
Tool for predicting the financial risk associated with changes crop yields. Part of the AI4ER 2020 Group Team Challenge.
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/cloud-id
Cloud Identification in Satellite Images using Artificial Intelligence.
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/pyrocast
An end to end machine learning pipeline for forecasting pyroCb
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/nonstationary-precip
Application of shallow non-stationary Gaussian Processes to mountain precipitation. The method is contrasted with Deep Gaussian Processes with Doubly Stochastic Variational Inference.
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/load
Code for importing and compatibly formatting data from various sources used during my PhD.
aphrodite atmospheric-indices cmip5 cordex cru era5 gauge-measurements precipitation srtm value wrf
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/mfgp
Multi-Fidelity Gaussian Processes (MFGP) applied to downscaling sparse climatic data.
downscaling gaussian-processes
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/bcm4rcm
Bayesian Committee Machines for Regional Climate Model Ensembling
Last synced: 13 Nov 2024
https://github.com/kenzaxtazi/climate-kernel-learning
Code for 'Kernel Learning for Explainable Climate Science'
Last synced: 13 Nov 2024