Cannot install package

[rawinan-soma]

add ClassImbalance
Resolving package versions...
ERROR: Unsatisfiable requirements detected for package MLJBase [a7f614a8]:
MLJBase [a7f614a8] log:
├─possible versions are: 0.1.0-0.20.2 or uninstalled
├─restricted by compatibility requirements with MLJ [add582a8] to versions: [0.1.0-0.2.6, 0.4.0-0.7.5, 0.8.1-0.8.4, 0.9.1-0.12.8, 0.13.1-0.14.9, 0.15.1-0.20.2]
│ └─MLJ [add582a8] log:
│ ├─possible versions are: 0.1.0-0.18.2 or uninstalled
│ ├─restricted to versions * by an explicit requirement, leaving only versions 0.1.0-0.18.2
│ ├─restricted by compatibility requirements with Tables [bd369af6] to versions: 0.9.2-0.18.2 or uninstalled, leaving only versions: 0.9.2-0.18.2
│ │ └─Tables [bd369af6] log:
│ │ ├─possible versions are: 0.1.0-1.7.0 or uninstalled
│ │ ├─restricted by compatibility requirements with MLJ [add582a8] to versions: 0.1.0-1.7.0
│ │ │ └─MLJ [add582a8] log: see above
│ │ └─restricted by compatibility requirements with MLJXGBoostInterface [54119dfa] to versions: 1.0.5-1.7.0
│ │ └─MLJXGBoostInterface [54119dfa] log:
│ │ ├─possible versions are: 0.1.1-0.2.0 or uninstalled
│ │ └─restricted to versions * by an explicit requirement, leaving only versions 0.1.1-0.2.0
│ └─restricted by compatibility requirements with CategoricalArrays [324d7699] to versions: 0.1.0-0.11.2 or uninstalled, leaving only versions: 0.9.2-0.11.2
│ └─CategoricalArrays [324d7699] log:
│ ├─possible versions are: 0.3.11-0.10.5 or uninstalled
│ ├─restricted by compatibility requirements with MLJ [add582a8] to versions: 0.3.11-0.10.5
│ │ └─MLJ [add582a8] log: see above
│ ├─restricted by compatibility requirements with DataFrames [a93c6f00] to versions: 0.3.11-0.7.7
│ │ └─DataFrames [a93c6f00] log:
│ │ ├─possible versions are: 0.11.7-1.3.4 or uninstalled
│ │ ├─restricted to versions * by an explicit requirement, leaving only versions 0.11.7-1.3.4
│ │ ├─restricted by compatibility requirements with ClassImbalance [04a18a73] to versions: 0.11.7-0.20.2
│ │ │ └─ClassImbalance [04a18a73] log:
│ │ │ ├─possible versions are: 0.3.0-0.8.7 or uninstalled
│ │ │ └─restricted to versions * by an explicit requirement, leaving only versions 0.3.0-0.8.7
│ │ └─restricted by compatibility requirements with Tables [bd369af6] to versions: [0.11.7-0.13.1, 0.20.1-1.3.4] or uninstalled, leaving only versions: [0.11.7-0.13.1, 0.20.1-0.20.2]
│ │ └─Tables [bd369af6] log: see above
│ └─restricted by compatibility requirements with MLJBase [a7f614a8] to versions: 0.7.3-0.10.5, leaving only versions: 0.7.3-0.7.7
│ └─MLJBase [a7f614a8] log: see above
├─restricted by compatibility requirements with Tables [bd369af6] to versions: 0.11.9-0.20.2 or uninstalled, leaving only versions: [0.11.9-0.12.8, 0.13.1-0.14.9, 0.15.1-0.20.2]
│ └─Tables [bd369af6] log: see above
├─restricted by compatibility requirements with CategoricalArrays [324d7699] to versions: 0.7.0-0.13.5 or uninstalled, leaving only versions: [0.11.9-0.12.8, 0.13.1-0.13.5]
│ └─CategoricalArrays [324d7699] log: see above
└─restricted by compatibility requirements with MLJModelInterface [e80e1ace] to versions: [0.1.0-0.10.1, 0.13.7-0.20.2] or uninstalled — no versions left
└─MLJModelInterface [e80e1ace] log:
├─possible versions are: 0.1.0-1.4.2 or uninstalled
└─restricted by compatibility requirements with MLJXGBoostInterface [54119dfa] to versions: 0.3.5-1.4.2
└─MLJXGBoostInterface [54119dfa] log: see above

[patrickm663]

Agree. It seems to be holding locks on out-of-date packages, causing me to have to downgrade or remove conflicting packages (but otherwise up-to-date) in order for it to install.

[DilumAluthge]

Yeah. This package needs a lot of work to be updated to work with the latest versions of dependencies. Unfortunately we don't currently have a maintainer for this package.

[patrickm663]

I've made a quick fork because I needed SMOTE for a small ML project I'm working on. This fork recreates the Project.toml from scratch to get the latest versions of this project's packages and switches from import to using. SMOTE works but I haven't been able to get ROSE to work yet. However, to ever be implemented as a PR the Project.toml would need to be based off of theirs' I figure.

It would need more rigourous testing to make sure the code isn't too deprecated but seemed to run without error for my use-case after relaxing some of the strict typesetting in the function arguments.

[jerlich]

Just to add, i have run into a similar problem:

(OctagonAgents) pkg> add ClassImbalance
    Updating registry at `~/.julia/registries/General.toml`
   Resolving package versions...
ERROR: Unsatisfiable requirements detected for package DelayEmbeddings [5732040d]:
 DelayEmbeddings [5732040d] log:
 ├─possible versions are: 0.1.0-2.7.4 or uninstalled
 ├─restricted by compatibility requirements with Distributions [31c24e10] to versions: 0.1.0-1.9.0 or uninstalled
 │ └─Distributions [31c24e10] log:
 │   ├─possible versions are: 0.16.0-0.25.103 or uninstalled
 │   ├─restricted to versions * by OctagonAgents [f2f492e4], leaving only versions: 0.16.0-0.25.103
 │   │ └─OctagonAgents [f2f492e4] log:
 │   │   ├─possible versions are: 1.0.0 or uninstalled
 │   │   └─OctagonAgents [f2f492e4] is fixed to version 1.0.0-DEV
 │   └─restricted by compatibility requirements with ClassImbalance [04a18a73] to versions: 0.16.0-0.22.6
 │     └─ClassImbalance [04a18a73] log:
 │       ├─possible versions are: 0.3.0-0.8.7 or uninstalled
 │       └─restricted to versions * by an explicit requirement, leaving only versions: 0.3.0-0.8.7
 ├─restricted by compatibility requirements with StaticArrays [90137ffa] to versions: 1.15.0-2.7.4 or uninstalled, leaving only versions: uninstalled
 │ └─StaticArrays [90137ffa] log:
 │   ├─possible versions are: 0.8.0-1.6.5 or uninstalled
 │   ├─restricted to versions * by OctagonAgents [f2f492e4], leaving only versions: 0.8.0-1.6.5
 │   │ └─OctagonAgents [f2f492e4] log: see above
 │   └─restricted by compatibility requirements with Parquet2 [98572fba] to versions: 1.0.0-1.6.5
 │     └─Parquet2 [98572fba] log:
 │       ├─possible versions are: 0.1.0-0.2.19 or uninstalled
 │       └─restricted to versions * by OctagonAgents [f2f492e4], leaving only versions: 0.1.0-0.2.19
 │         └─OctagonAgents [f2f492e4] log: see above
 └─restricted by compatibility requirements with DynamicalSystems [61744808] to versions: 1.13.0-2.7.4 — no versions left
   └─DynamicalSystems [61744808] log:
     ├─possible versions are: 1.0.0-3.2.3 or uninstalled
     ├─restricted to versions * by OctagonAgents [f2f492e4], leaving only versions: 1.0.0-3.2.3
     │ └─OctagonAgents [f2f492e4] log: see above
     └─restricted by compatibility requirements with StaticArrays [90137ffa] to versions: 1.7.1-3.2.3 or uninstalled, leaving only versions: 1.7.1-3.2.3
       └─StaticArrays [90137ffa] log: see above

[DilumAluthge]

This package isn't really actively developed any more.

But there is a new package called Imbalance.jl that is being actively developed, so it might be worth checking them out.