arateb Goto Github PK

arateb

Config files for my GitHub profile.

asheetal2018

Code for selected models from 'Statistical modeling of rates and trends in Holocene relative sea level' in Quaternary Science Reviews.

brick

cesl-stehm-gp

Spatio-Temporal Empirical Hierarchical Modeling of sea-level data with Gaussian Processes

chapter-12

chapter-7

Figure and data generation for Chapter 7 of the IPCC's Sixth Assessment Report, Working Group 1 (plus assorted other contributions)

chapter-9

Repository with the code and data for all figures from Chapter 9 of the IPCC AR6

climate-data-science

Climate Data Science and Earth Observation with Python.

coursera-probabilisticgraphicalmodels

The homework assignments finished for the coursera specialization "Probabilistic Graphical Models"

cr_sim

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

dlaicourse

Notebooks for learning deep learning

dpk

Deep Probabilistic Koopman: long-term time-series forecasting under quasi-periodic uncertainty

emulandice

Emulator of multi-model land ice projections: Edwards et al. (2021), Nature, Projected land ice contributions to twenty-first-century sea level rise.

gmt

The Generic Mapping Tools

gmtsar

GMTSAR

isce2

InSAR Scientific Computing Environment version 2

keras

Deep Learning for humans

localizesl

LocalizeSL: Sea-level localization code for Kopp et al. (2014) projections framework

mcmc_pydata_london_2019

PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3

mintpy-tutorial

Tutorials in Jupyter Notebook for MintPy

mlss2019-bayesian-deep-learning

MLSS2019 Tutorial on Bayesian Deep Learning

mvst

An R-Software package for multi-variate spatio-temporal modelling

pca_extremes

probabilistic-programming-and-bayesian-methods-for-hackers

Clone of book Probabilistic Programming and Bayesian Methods for Hackers by CamDavidsonPilon

probnum

Probabilistic Numerics in Python.

pycopandiscount

Python script to run the copan:DISCOUNT model

pymc-examples

Examples of PyMC models, including a library of Jupyter notebooks.

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

python-resources-for-earth-sciences

A Curated List of Python Resources for Earth Sciences