BetaML.jl

ai artificial-intelligence autoencoder classification clustering data-science decision-trees deep-learning feature-importance imputation julia machine-learning ml neural-networks pca random-forest regression

Score: 12.776373996091273

Last synced: about 2 hours ago
JSON representation

Repository metadata:

Beta Machine Learning Toolkit

Host: GitHub
URL: https://github.com/sylvaticus/BetaML.jl
Owner: sylvaticus
License: mit
Created: 2020-04-08T20:25:53.000Z (about 6 years ago)
Default Branch: master
Last Pushed: 2026-06-11T08:37:04.000Z (12 days ago)
Last Synced: 2026-06-12T18:07:11.572Z (10 days ago)
Topics: ai, artificial-intelligence, autoencoder, classification, clustering, data-science, decision-trees, deep-learning, feature-importance, imputation, julia, machine-learning, ml, neural-networks, pca, random-forest, regression
Language: Julia
Homepage:
Size: 36.5 MB
Stars: 106
Watchers: 4
Forks: 14
Open Issues: 4
Metadata Files:
- Readme: README.md
- License: LICENSE

Owner metadata:

Name: Antonello Lobianco
Login: sylvaticus
Email:
Kind: user
Description: Research Engineer in Forest Economics at AgroParisTech / Bureau d'Economie Théorique et Appliquée
Website: https://lobianco.org/antonello
Location: Nancy, France
Twitter:
Company: AgroParisTech
Icon url: https://avatars.githubusercontent.com/u/2077159?v=4
Repositories: 10
Last Synced at: 2023-03-06T09:06:15.128Z
Profile URL: https://github.com/sylvaticus

GitHub Events

Total

Commit comment event: 4
Create event: 3
Fork event: 1
Issue comment event: 9
Issues event: 4
Pull request event: 6
Push event: 25
Release event: 1
Watch event: 11
Total: 64

Last Year

Commit comment event: 2
Create event: 2
Fork event: 1
Issue comment event: 5
Issues event: 2
Pull request event: 3
Push event: 12
Watch event: 4
Total: 31

Committers metadata

Last synced: 2 days ago

Total Commits: 641
Total Committers: 8
Avg Commits per committer: 80.125
Development Distribution Score (DDS): 0.055

Commits in past year: 22
Committers in past year: 2
Avg Commits per committer in past year: 11.0
Development Distribution Score (DDS) in past year: 0.091

Name	Email	Commits
Antonello Lobianco	a**o@l**g	606
github-actions[bot]	4****]	9
CompatHelper Julia	c**y@j**g	9
Roland Schätzle	8****A	7
Páll Haraldsson	P**n@g**m	6
Antonello Lobianco	l**o@l**g	2
Rik Huijzer	t**r@r**l	1
Arfon Smith	a****n	1

Issue and Pull Request metadata

Last synced: 12 days ago

Total issues: 45
Total pull requests: 39
Average time to close issues: about 2 months
Average time to close pull requests: 27 days
Total issue authors: 13
Total pull request authors: 5
Average comments per issue: 3.87
Average comments per pull request: 1.26
Merged pull request: 31
Bot issues: 0
Bot pull requests: 28

Past year issues: 3
Past year pull requests: 4
Past year average time to close issues: 9 days
Past year average time to close pull requests: about 1 month
Past year issue authors: 1
Past year pull request authors: 1
Past year average comments per issue: 3.33
Past year average comments per pull request: 0.0
Past year merged pull request: 4
Past year bot issues: 0
Past year bot pull requests: 4

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/sylvaticus/BetaML.jl

Top Issue Authors

ablaom (23)
sylvaticus (8)
PallHaraldsson (2)
ParadaCarleton (2)
juliohm (2)
vincent-picaud (1)
mlesnoff (1)
simonsteiger (1)
CasBex (1)
rubsc (1)
ConnectedSystems (1)
JuliaTagBot (1)
logankilpatrick (1)

Top Pull Request Authors

github-actions[bot] (28)
roland-KA (5)
PallHaraldsson (4)
arfon (1)
rikhuijzer (1)

Top Issue Labels

bug (2)
question (1)

Top Pull Request Labels

Package metadata

Total packages: 1
Total downloads:
- julia: 401 last-month
Total dependent packages: 1
Total dependent repositories: 0
Total versions: 44

juliahub.com: BetaML

Beta Machine Learning Toolkit

Homepage:
Documentation: https://docs.juliahub.com/General/BetaML/stable/
Licenses: MIT
Latest release: 0.12.6 (published 9 months ago)
Last Synced: 2026-03-06T17:28:41.897Z (4 months ago)
Versions: 44
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 401 Last month
Rankings:
- Stargazers count: 9.556%
- Dependent repos count: 9.94%
- Forks count: 11.748%
- Average: 17.54%
- Dependent packages count: 38.915%

Dependencies

.github/workflows/TagBot.yml actions

JuliaRegistries/TagBot v1 composite

.github/workflows/binder.yaml actions

jupyterhub/repo2docker-action master composite

.github/workflows/ci-nightly.yml actions

actions/cache v1 composite
actions/checkout v2 composite
codecov/codecov-action v1 composite
julia-actions/julia-buildpkg v1 composite
julia-actions/julia-processcoverage v1 composite
julia-actions/julia-runtest v1 composite
julia-actions/setup-julia v1 composite

.github/workflows/ci.yml actions

actions/cache v1 composite
actions/checkout v2 composite
codecov/codecov-action v1 composite
julia-actions/julia-buildpkg v1 composite
julia-actions/julia-processcoverage v1 composite
julia-actions/julia-runtest v1 composite
julia-actions/setup-julia v1 composite

.github/workflows/CompatHelper.yml actions

docs/src/tutorials/Project.toml julia

BetaML *
CSV *
Combinatorics *
DataFrames *
DecisionTree *
DelimitedFiles *
Distributions *
Flux *
LinearAlgebra *
PDMats *
ProgressMeter *
Random *
Reexport *
Statistics *
StatsPlots *
Test *
Zygote *

test/Project.toml julia

AbstractTrees *
BetaML *
CategoricalArrays *
Combinatorics *
Dates *
DecisionTree *
DelimitedFiles *
Distributions *
DocStringExtensions *
LinearAlgebra *
MLDatasets *
MLJBase *
MLJTestIntegration *
MLJTestInterface *
PDMats *
Pipe *
Plots *
ProgressMeter *
Random *
Reexport *
StableRNGs *
StatisticalMeasures *
Statistics *
Test *
TreeRecipe *
Zygote *

Project.toml julia

AbstractTrees *
CategoricalArrays *
Combinatorics *
DelimitedFiles *
Distributions *
DocStringExtensions *
ForceImport *
JLD2 *
LinearAlgebra *
LoopVectorization *
MLJModelInterface *
PDMats *
PrecompileTools *
Printf *
ProgressMeter *
Random *
Reexport *
StableRNGs *
StaticArrays *
Statistics *
StatsBase *
Test *
Zygote *

docs/Project.toml julia

BenchmarkTools *
BetaML *
CSV *
Clustering *
Conda *
DataFrames *
DataStructures *
DecisionTree *
DelimitedFiles *
Distances *
Distributions *
Documenter *
Flux *
GaussianMixtures *
HTTP *
LinearAlgebra *
Literate *
MLDatasets *
MLJ *
Pipe *
Plots *
Printf *
PyCall *
RCall *
RDatasets *
Random *
ShapML *
StableRNGs *
Statistics *
Test *

ecosyste.ms

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Tools

Indexes

Applications

Experiments

Summary