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- [ ] For intervals store min_bound and max_bound in tuple instead of List
- [ ] For Interval get() method set alpha default value
- [ ] Change inconsistent variable names { (w and p_over_p), (num a…
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Estimators
- [x] ips
- [x] weighted ips (aka snips)
- [x] mle
- [ ] DR with importance weights transformation (truncate, clipped, mle-like, etc.) - dm, dr, switch estimator, ips, are all special …
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I am using the tf_Agents library for contextual bandits usecase.
In this usecase predictions (daily range between 20k and 30k predictions, 1 for each user) are made daily (multiple times a day) a…
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There are so few tutorials that novices don’t know how to use this library
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First, I'd like to congratulate you for such a nice algorithm, I've been rading it about these days and the results found in mentioned paper look nice, as well as the contextualization for many proble…
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I am using Java API of vowpal wabbit to get predictions. I need raw prediction (same as `-r output.txt`) but I couldn't find any such method in `VWMulticlassLearner` class. I am using below `arg` to t…
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A malformed (Contextual Bandits) context sent to VW will only log to the log file, but the sender will receive a normal response and have no way to know they are providing a malformed context string t…
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Hi,
I am training my VW CB model using synapseml on databricks.
Code is same as in: https://microsoft.github.io/SynapseML/docs/features/vw/Vowpal%20Wabbit%20-%20Overview/#vw-contextual-bandit
…
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Per Paul,
if you use `|shared` and `|action` you need -q sa, in general you might need `-q ::` ... we could warn if there are no quadratics specified, that's probably a bug
If this is the case, …
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**Submitting author:** @WilliamLwj (Wenjie Li)
**Repository:** https://github.com/WilliamLwj/PyXAB
**Branch with paper.md** (empty if default branch): paper
**Version:** v0.3.0
**Editor:** @drvincekni…