kenzaxtazi Goto Github PK

agri-risk

Tool for predicting the financial risk associated with changes crop yields. Part of the AI4ER 2020 Group Team Challenge.

bcm4rcm

Bayesian Committee Machines for Regional Climate Model Ensembling

ci2022

Climate Informatics Hackathon 2022

climate-kernel-learning

Code for 'Kernel Learning for Explainable Climate Science'

cloud-id

Cloud Identification in Satellite Images using Artificial Intelligence.

deepsensor

A generic framework for tackling diverse environmental prediction tasks with NPs.

emukit

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

expr-ssa

ga-ci

geograph

GeoGraph provides a tool for analysing habitat fragmentation and related problems in landscape ecology. GeoGraph builds a geospatially referenced graph from land cover or field survey data and enables graph-based landscape ecology analysis as well as interactive visualizations.

gpframe

guepard

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.

kenzaxtazi.github.io

Academic website, forked from mmistakes/minimal-mistakes

load

Code for importing and compatibly formatting data from various sources used during my PhD.

maml4mlmi4

Coursework for MLMI4 module

mfgp

Multi-Fidelity Gaussian Processes (MFGP) applied to downscaling sparse climatic data.

precip-prediction

Application of Gaussian Processes to predicting local precipitation in the Upper Indus Basin, Himalayas.

pyrocast

An end to end machine learning pipeline for forecasting pyroCb

realworldgp

A practical guide for applying GPs to real-world data

same-size-k-means

A k-means variation that produces clusters of the same size utilizing the scikit-learn API and related utilities

testsite.io

1, 2, 3 testing