/melange

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Melange: algorithms on automatic metadata inference

This library collects the state-of-the-art automatic metadata mapping algorithms for benchmarking comparison.

Currently, we include the following algorithms:

  1. UVA_Active_Learning: This is the method developed by Hong et. al [1]

  2. UVA_Transfer_Learning: This is the method developed by Hong et. al [2]

  3. UCSD_Active_Learning:

  4. UCSD_CRF

  5. UCB_Program_Synthesis

  6. CMU_ML