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DISCS: The code base for the Benchmark for Discrete Sampling
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Hamming ball + DMALA update + Ising and Potts Update
#50
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KatayoonGoshvadi
closed
1 year ago
KatayoonGoshvadi
commented
1 year ago
Hi Hanjun, Please find below the following changes.
Hamming Ball algorithm with hamming dist of one. Results match with what Haoran has (tested on categorical models).
Debugged DMALA algorithm (the tests on Ising model were showing incorrect results, source of issue was shape related which got fixed).
There was slight discrepancy between Ising and Potts results. Updated the models to match exactly with Haoran's code.
Updated run configs for bernoulli, ising, potts and categorical model. They now include all the sampler and model variations.
Hi Hanjun, Please find below the following changes.