To Do List - Githubissues

VowpalWabbit / estimators

Estimators to perform off-policy evaluation

BSD 3-Clause "New" or "Revised" License

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To Do List #1

Open marco-rossi29 opened 5 years ago

marco-rossi29 commented 5 years ago

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 cases of this. SN-versions are also possible

Components

[x] Python
[ ] Testing framework
[ ] C++
[ ] C#

Confidence interval

Shivanshmundra commented 4 years ago

@marco-rossi29 Since I am interested in Contextual Bandits, Can I work this issue? Also, Is this part of the project "Library of Contextual Estimators" in RL Open Source Fest? Since IPS is already done, should I start with Pseudo IPS or DR?