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Many topic classification systems (such as the [Dewey Decimal Classification](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification) or [HAL's topic hierarchy](https://aurehal.archives-ouvertes.f…
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Hi, I'm currently looking into various subject classification algorithms supporting subject hierarchies and did some initial tests with Annif and its backends. I discovered a minor problem with the tf…
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Hi!
Would it make sense for an Annif instance to expose an [OpenRefine reconciliation API](https://github.com/OpenRefine/OpenRefine/wiki/Reconciliation-Service-API) for each of the profiles it know…
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We could investigate the potential and feasibility of using Rust or C for better performance in computationally intensive parts in Annif codebase.
## Rust
In some cases the speedup by using Rust…
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When Annif returns bad subjects, it can be difficult to understand why they were suggested. An `explain` parameter for the analyze functionality could be used to enable explanation functionality, whic…
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Python 3.12 was [released last October](https://www.python.org/downloads/release/python-3120/), so we should try to support it in Annif.
Currently support is not possible because of the following (…
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As noted in the "Potential future work" section of PR #681:
> The threading performance of annif hyperopt was already bad, and now it got worse. The solution could be to switch to process-based mul…
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It would be great to have a REST method were you could upload a compressed archive and then a model is trained. You probably would have to add the project configuration to the call. An alternative cou…
mo-fu updated
11 months ago
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PR #663 is going to bring support for batch suggest operations.
The STWFSA backend could benefit from implementing _suggest_batch instead of _suggest. It could process a batch of texts with paralle…
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I've a question about the usage of vacabularies in an ensemble. Given a vocabulary V which is used in an ensemble and two vocabularies V1 and V2, which are used by different backends of the ensemble (…