Discover @ablaom Open Source projects

Anthony Blaom, PhD (@ablaom)

ablaom

Stars
250
Global Rank 101,054 (Top 4 %)
Followers 182
Following 3
Registered almost 7 years ago
Most used languages

Julia
54.5 %

Jupyter Notebook
36.4 %

HTML
9.1 %
Location 🇳🇿 New Zealand
Country Total Rank 375
Country Ranking

Julia
5

Jupyter Notebook
6

HTML
20

MachineLearningInJulia2020

Resources for a 3.5 hour workshop on machine learning using the MLJ toolbox

Jupyter Notebook

HelloJulia.jl

MLJTutorial.jl

Notebooks for introducing the machine learning toolbox MLJ (Machine Learning in Julia)

Jupyter Notebook

Koala.jl

Julia machine learning environment

KoalaTrees.jl

Decision tree learning algorithms for use with MLJ

KoalaEnsembles.jl

Ensemble methods for the Koala machine learning environment

KoalaTransforms.jl

Common data transformations performed in machine learning, for use with the Koala environment

KoalaRidge.jl

Ridge regression within the Koala machine learning environment

mlj2

Stacking

Examples of model composition in Julia with MLJ

Jupyter Notebook

AmesHousePrices

Julia notebooks for training and comparing Ames House Price models

Jupyter Notebook