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### Description
Improve validation and exception handling within the inference API.
Here are a few areas to get started
- When a text embedding service is created, during the creation process w…
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Scikit learn includes a useful time-series split for cross validation. Importantly, this split does not shuffle data and ensures test sets follow training sets in time. See here: https://scikit-learn…
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I have identified discrepancies between the sequences extracted from the `hg38.ml.fa` reference genome using BED file coordinates and those stored in the tfrecords within the Basenji dataset hosted on…
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*Original comment by @davidkyle:*
The x-pack plugin allows you to use the `non_null_sum` function with an `over_field`
But when you open the job autodetect rejects this configuration
```
EMAIL R…
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add validation set option for ML methods
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https://github.com/elastic/elasticsearch/pull/68396 introduces header warnings for the `_preview` endpoint. This can be used to provide hints to users in the Transforms creation wizard. Possibly as an…
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I clearly wasn't thinking about e-prop when I added support for training with validation in #57 as currently gradients are being accumulated e.g. at https://github.com/genn-team/ml_genn/blob/master/ml…
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Follow up to #178111
Meta issue to summarize improvements to test coverage for `8.15.0`.
## Jest unit tests
- [x] https://github.com/elastic/kibana/pull/184906
## API integration tests
- [ …
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## Build Information
Build: https://dev.azure.com/dnceng-public/public/_build/results?buildId=530980&view=results
Build error leg or test failing: Microsoft.ML.TorchSharp.Tests Work Item
Pull Reque…
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## An End-to-End ML project.
### Outcomes :
- To predict median house values in Californian districts, given a number of features from these districts.
- To understand sampling techniques like R…