In this letter, a model-driven deep learning (DL) decoder for irregular binary low-density parity-check (LDPC) codes is proposed via the alternating direction method of multipliers (ADMM) technique.

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This paper evaluates imbalanced learning algorithms with entropy of source code metrics as predictor variables. Four open source software systems are studied. These systems are ECLIPSE JDT, EQUINOX, ...