Anthony Blaom, PhD's repositories
MLJTutorial.jl
Notebooks for introducing the machine learning toolbox MLJ (Machine Learning in Julia)
TreeParzen.jl
TreeParzen.jl, a pure Julia hyperparameter optimiser with MLJ integration
ablaom.github.io
My professional web page
CatBoost.jl
Julia wrapper of the python library CatBoost for boosted decision trees
ChainRulesCore.jl
AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.
Clustering.jl
A Julia package for data clustering
CorpusLoaders.jl
A variety of loaders for various NLP corpora.
DataAPI.jl
A data-focused namespace for packages to share functions
EvoLinear.jl
Linear models
EvoTrees.jl
Boosted trees in Julia
General
The official registry of general Julia packages
LIBSVM.jl
LIBSVM bindings for Julia
MLJFlux.jl
An interface to the deep learning package Flux.jl from the MLJ.jl toolbox
NRT_Forest_Model_jl
Re-implementation of a spatially explicit (grid-based) model of NZ forest dynamics - see Morales et al. 2017 (doi: 10.1016/j.ecolmodel.2017.04.007) and Brock et al. 2020 (doi: 10.1111/1365-2745.13305). Runs in Julia using Agents.jl
OutlierDetectionNeighbors.jl
Neighbor-based Outlier Detection Algorithms for Julia
OutlierDetectionNetworks.jl
Neural-Network Outlier Detection Algorithms for Julia
ParallelKMeans.jl
Parallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm
PartialLeastSquaresRegressor.jl
Implementation of a Partial Least Squares Regressor
PartitionedLS.jl
Implements the Partitioned Least Squares algorithms
RAPIDS.jl
A Unofficial Julia wrapper for the RAPIDS.ai ecosystem
ScikitLearn.jl
Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/
Tables.jl
An interface for tables in Julia
TumorGrowth.jl
Simple predictive models for tumor growth, and tools to apply them to clinical data
UnicodePlots.jl
Unicode-based scientific plotting for working in the terminal
www.julialang.org
Julia Project website
XGBoost.jl
XGBoost Julia Package