Recent Releases of ClusterValidityIndices.jl
ClusterValidityIndices.jl - v0.6.4
ClusterValidityIndices v0.6.4
Release notes:
This patch adds implements the following changes while maintaining the same usage/API:
- A CITATION file is added for generating citations and bibtex entries for project and its corresponding JOSS paper.
- ElasticArrays.jl is used under the hood in types that benefit from faster matrix growth.
- Internal types and functions are refactored and consolidated where applicable to accommodate these changes.
Closed issues: - Update actions for node 12 -> node 16 (#61) - Use ElasticArrays.jl (#63) - Add JOSS citation and cff file (#64) - Add PrecompileSignatures (#66)
Merged pull requests: - Update pins to actions for node 12->16 (#62) (@AP6YC) - Feature/citation file (#65) (@AP6YC) - Feature/precompilesignatures (#67) (@AP6YC) - Feature/elasticarrays (#69) (@AP6YC) - Release/v0.6.4 (#70) (@AP6YC) - Add ElasticArrays compat entry (#71) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] about 3 years ago
ClusterValidityIndices.jl - v0.6.3
ClusterValidityIndices v0.6.3
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 3 years ago
ClusterValidityIndices.jl - v0.6.2
ClusterValidityIndices v0.6.2
This hotfix patch simply updates the DOIs and acknowledgements of the JOSS paper.
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 3 years ago
ClusterValidityIndices.jl - v0.6.1
ClusterValidityIndices v0.6.1
This patch fixes bugs in several modules, adds an additional example to the documentation, increases testing coverage, and adds several convenience constants to the package.
Closed issues: - DemoCards additional plots (#51) - Consolidate common code (#55) - Calinski-Harabasz always returns 0 for 2 clusters (#56)
Merged pull requests: - Feature/democards plots (#54) (@AP6YC) - Feature/consolidate refactor (#57) (@AP6YC) - 56 calinski harabasz always returns 0 for 2 clusters (#59) (@AP6YC) - Release/v0.6.1 (#60) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 3 years ago
ClusterValidityIndices.jl - v0.6.0
ClusterValidityIndices v0.6.0
This minor version makes some backwards incompatible changes, moving the advanced usage out of the userspace usage. It also reorganizes and improves the docs, such as by adding a separate page for the list of implemented CVIs and providing links to their implementations in the index.
Closed issues: - Docs cleanup (#50)
Merged pull requests: - Feature/docs cleanup (#52) (@AP6YC) - Release/v0.6.0 (#53) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 3 years ago
ClusterValidityIndices.jl - v0.5.0
ClusterValidityIndices v0.5.0
This minor release significantly overhauls the codebase of the ClusterValidityIndices.jl project, expanding documentation and simplifying usage. Now, the main userspace function is get_cvi!, which handles batch and incremental modes through Julia's multiple dispatch system. Furthermore, most composite types and functions are retyped in a way that cuts testing time in half (translation: CVIs run twice as fast now!).
Closed issues: - Break apart long equations (#23) - Condense transpose products to dot products (#25) - Unit tests cleanup (#26) - Code idiosyncracies (#29) - Refactor porcelain usage to default (#31) - Spaced out logo (#32) - Expand docstrings (#34) - Concrete types for containers (#35) - Add type aliases from NumericalTypeAliases.jl (#36) - Fix LFS files in documentation (#38) - rCIP edge case coverage (#44)
Merged pull requests: - Feature/multiline equations (#27) (@AP6YC) - Feature/code idiosyncracies (#30) (@AP6YC) - Feature/spaced out logo (#33) (@AP6YC) - Feature/expand docstrings (#37) (@AP6YC) - Add NumericalTypeAliases.jl (#39) (@AP6YC) - Add with lfs to github action (#40) (@AP6YC) - Concrete members in composite types (#41) (@AP6YC) - CompatHelper: add new compat entry for Revise at version 3, (keep existing compat) (#42) (@github-actions[bot]) - Unit tests cleanup (#43) (@AP6YC) - rCIP edge case test (#45) (@AP6YC) - Transpose products dot (#46) (@AP6YC) - CompatHelper: bump compat for NumericalTypeAliases to 0.2, (keep existing compat) (#47) (@github-actions[bot]) - Feature/refactor usage (#48) (@AP6YC) - Release/v0.5.0 (#49) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 3 years ago
ClusterValidityIndices.jl - v0.4.2
ClusterValidityIndices v0.4.2
Hotfix: this patch fixes typos in the README, function signatures in the guide, and the package name in the installation section of the guide.
Merged pull requests: - CompatHelper: bump compat for DocStringExtensions to 0.9, (keep existing compat) (#22) (@github-actions[bot])
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 3 years ago
ClusterValidityIndices.jl - v0.4.1
ClusterValidityIndices v0.4.1
This patch updates the CVI documentation version and expands a DemoCards example with plotting.
Merged pull requests: - Feature/doc ci update (#21) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 4 years ago
ClusterValidityIndices.jl - v0.4.0
ClusterValidityIndices v0.4.0
This release generally improves the documentation of the project, increasing coverage and expanding CI testing. This version is a minor release due to some internal type changes and new dependencies.
Closed issues: - Examples and introductions (#7) - Stable docs (#14) - Zenodo DOI reference (#16) - CI Optimizations (#17)
Merged pull requests: - Update CI for latest and LTS Julia, macOS, and x86 (#18) (@AP6YC) - Feature/refine docs (#19) (@AP6YC) - Feature/up coverage (#20) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 4 years ago
ClusterValidityIndices.jl - v0.3.2
ClusterValidityIndices v0.3.2
This release updates the associated JOSS paper, its citations, and updates the documentation generation.
Closed issues: - State of the field (#5) - JOSS paper typos (#6)
Merged pull requests: - Feature/paper review (#12) (@AP6YC) - Feature/state of field (#13) (@AP6YC) - Release/0.3.2 (#15) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 4 years ago
ClusterValidityIndices.jl - v0.3.1
ClusterValidityIndices v0.3.1
This patch release cleans up the documentation of the project from the README to the docs and package guide. A variety of examples are implemented with DemoCards.jl for clear and easy usage.
Closed issues: - Quickstart docs (#3) - CVI Docstrings (#4) - PkgEval failure (#8)
Merged pull requests: - Feature/readme rewrite (#9) (@AP6YC) - Feature/cvi docstrings (#10) (@AP6YC) - Release/0.3.1 (#11) (@AP6YC)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] about 4 years ago
ClusterValidityIndices.jl - v0.3.0
ClusterValidityIndices v0.3.0
By way of an internal label map, all implemented CVIs can now be used incrementally with non-monotonically presented labels (e.g., 1,1,3,2,3,5,4, etc.).
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 4 years ago
ClusterValidityIndices.jl - v0.2.1
ClusterValidityIndices v0.2.1
Standardized internal methods for type stability.
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 4 years ago
ClusterValidityIndices.jl - v0.2.0
ClusterValidityIndices v0.2.0
Explicitly define abstract type inputs for every function.
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 4 years ago
ClusterValidityIndices.jl - v0.1.6
ClusterValidityIndices v0.1.6
Export the following names:
- sortcvidata
- relabelcvidata
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] over 4 years ago
ClusterValidityIndices.jl - v0.1.5
ClusterValidityIndices v0.1.5
New CVIs/ICVIs:
- (Renyi's) representative Cross Information Potential (rCIP)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 5 years ago
ClusterValidityIndices.jl - v0.1.4
ClusterValidityIndices v0.1.4
New CVIs:
- Generalized Dunn's Index 43 (GD43)
- WB Index (WB)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 5 years ago
ClusterValidityIndices.jl - v0.1.3
ClusterValidityIndices v0.1.3
New CVIs:
- Generalized Dunn's Index 53 (GD53)
Because previous releases did not include notes, below are the previously-implemented CVIs:
- Xie-Beni (XB)
- Davies-Bouldin (DB)
- Partition Separation (PS)
- Calinski-Harabasz (CH)
- Centroid-based Silhouette (cSIL)
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 5 years ago
ClusterValidityIndices.jl - v0.1.2
ClusterValidityIndices v0.1.2
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 5 years ago
ClusterValidityIndices.jl - v0.1.1
ClusterValidityIndices v0.1.1
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 5 years ago
ClusterValidityIndices.jl - v0.1.0
ClusterValidityIndices v0.1.0
Initial submission of the ClusterValidityIndices package (previously CVI.jl).
Scientific Software - Peer-reviewed
- Julia
Published by github-actions[bot] almost 5 years ago