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Hello @david-cortes, thanks for making contextualbandits!
I'm currently exploring solutions to recommend products based on user preferences and it looks like contextual bandits is an interesting appr…
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**Important Note: We do not do technical support, nor consulting** and don't answer personal questions per email.
Please post your question on the [RL Discord](https://discord.com/invite/xhfNqQv), [R…
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## Short description
I have a requirement where I have around 10,000 arms, a contextual bandit. But during the exploration, I don't want to explore all the arms. For example, I will explore 1 t…
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### Description
> A brief description of the error, missing documentation or what you would like added
We can't host a contextual bandit model in our serving module as our serving module requires …
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I can't repeat the example using the command line.
https://github.com/VowpalWabbit/jupyter-notebooks/blob/master/Simulating_a_news_personalization_scenario_using_Contextual_Bandits.ipynb
Previousl…
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### DoxyDoxygen Report
#### Environment
- doxy.version: 0.79.4
- sublime.version: 3211
- sublime.platform: osx
- sublime.arch: x64
- package_control.vers…
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There’s a class of options, including `cb_type`, that should be defined as follows:
```
.add(make_option("cb_type", type_string)
.keep()
.one_of(“ips”, “dr”,…
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estimator = VowpalWabbitContextualBandit() \
.setArgs("--cb_explore_adf --epsilon 0.2 --quiet") \
.setParallelism(6) \
.setSharedCol('hour_feature') \
.setAdditionalSharedFeatures(…
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Can we still use Importance Weighted Multitask Regression as in this [tutorial](http://hunch.net/~mltf/cb_static.pdf)?
![image](https://user-images.githubusercontent.com/4996067/43047375-15a6533a-8…
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#### Describe the bug
Multi-label datasets for CB experimentation seems to be highly relevant considering that practically, in real life CB problem, several actions often lead to sucess, which unle…