Commit c84f594
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IID
* Add IID Logic (#63)
- Only IID assumption on the data (i.e. the +ve and -ve samples for a particular embedding
appear i.i.d from the true distribution
- uses wilson_confidence_interval for binomial distribution to get better approximations for
extreme similarity value (i.e. near 1)
* Fix: Theoretically exact IID (#63)
Earlier IID bounded the error by (\epsilon + \delta).
Modified it to now bound it by (\delta) as required.
* Fix linting errors (#63)
* Fix Lining Errors [2] (#63)1 parent 5dc1d40 commit c84f594
1 file changed
Lines changed: 339 additions & 67 deletions
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