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The existing binning method, such as chi-square, decision tree, quantile, cannot guarantee monotonicity for continuous features. While for a scorecard in commercial use, we usually require interpreta…
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When creating a `TimeSpec` from a `std::time::Duration` with more than `libc::time_t` seconds, the resulting value might be negative and will no longer preserve monotonicity with respect to the input …
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Per the nightly `std::ptr` docs:
> [Under strict provenance, it is sound to] forge an allocation of size zero at any sufficiently aligned non-null address. i.e. the usual “ZSTs are fake, do what yo…
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**Steps to reproduce**:
I don't understand the root cause yet, thus I'm unable to provide reproduction steps. I hope the outcome description is enough guidance for root-cause-analysis.
**Actual …
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The summarization procedure of projecting individual risk estimates onto a working linear MSM has been very useful, but it could potentially be improved somewhat by incorporating an option for montoni…
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Monotonicity constraint is super useful when you have certain domain knowledge that "all else equal, a higher value in feature X should increase or decrease output Y". This is implemented in most fram…
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We've seen the assertion added in https://github.com/cockroachdb/cockroach/pull/126424 fail on multiple tests. We should investigate why.
Example: https://github.com/cockroachdb/cockroach/issues/1…
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You might think that effb9fb3cbeb3ea62b9e49f3c68a72b47221ce22 gave us schema version monotonicity: schema versions are timeuuids, and later schema change gives a larger timeuuid.
This is **only** t…
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Here is the link in the spec: https://github.com/ulid/spec#monotonicity
Without monotonic ULIDs one cannot truly sort by this key in a high-append rate situation.
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Awesome package, really looking forward to this function as it will allow me to use it in my packages.
> lightgbm additional features such as monotone constraints