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[Discussion] Dataset integrations

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#277 9 comentarios 0 reacciones 1 asignado Ver en GitHub

@MichaelBroughton ya está trabajando en esto.

Desde el 23/6/2020.

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help wanted kind/feature-request priority/review status/needs-design

We recently had our first outside contributor add to TFQ datasets. Big thanks @therooler and the rest of the U of T folks! Now that we have our first example in place, let's use this issue to plan out the new datasets we want to add in an open discussion. To my knowledge these sorts of things were up for discussion (correct me if I'm wrong @therooler ) :

  1. 1d TFI chain
  2. 2d TFI grid
  3. TFI on a star
  4. XY model on chain (Mentioned in meeting, but I'm not 100% on this) ?
  5. XY model on grid (Mentioned in meeting, but I'm not 100% on this) ?

Other talking points:

  1. What sorts of other spin system style models do we want ? (AKT, XYZ, XZX etc. )
  2. What sorts of properties should we incorporate as dataset labels ? (paramagnetic, paramagnetic, ground state energy, desired unitary etc. )
  3. What sorts of other NON spin system style datasets do we want ? (perhaps an ensemble of noisy circuits which all correspond to some hidden unitary we wish to realize. Maybe a series of circuits containing time correlated errors that we need to identify)
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