Julia Stats ecosystem

GPTKB entity

Statements (54)
Predicate Object
gptkbp:instance_of gptkb:National_Park
gptkbp:bfsLayer 5
gptkbp:bfsParent gptkb:Data_Frames_Meta.jl
gptkbp:aims_to promote reproducible research
facilitate statistical computing
provide high-performance libraries
gptkbp:developed_by gptkb:Julia_programming_language
gptkbp:has version control
active community
https://www.w3.org/2000/01/rdf-schema#label Julia Stats ecosystem
gptkbp:includes gptkb:Distributions.jl
gptkb:Clustering.jl
gptkb:Data_Frames.jl
gptkb:MLJ.jl
gptkb:Stats_Base.jl
GLM.jl
Hypothesis Tests.jl
Mixed Models.jl
Optim.jl
Stats Models.jl
Time Series.jl
gptkbp:is_compatible_with gptkb:R
gptkb:Library
gptkb:Jupyter_notebooks
gptkbp:is_designed_for data analysis
machine learning applications
scientific computing
statistical modeling
numerical analysis
gptkbp:is_influenced_by gptkb:MATLAB
gptkb:R_language
Python libraries
gptkbp:is_known_for gptkb:benchmark
extensibility
flexibility
ease of use
gptkbp:is_maintained_by Julia Stats organization
gptkbp:is_part_of Julia Lang ecosystem
gptkbp:is_scalable large datasets
gptkbp:is_used_by gptkb:physicist
data scientists
statisticians
gptkbp:provides gptkb:document
tutorials
examples
open-source tools
gptkbp:suitable_for gptkb:academic_research
industry applications
government projects
non-profit research
gptkbp:supports gptkb:software_framework
data manipulation
data visualization
statistical analysis