A differentiable variant of the Gillespie algorithm enables gradient-based optimization for stochastic chemical kinetics, facilitating efficient parameter estimation and the design of biochemical ...

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Abstract: The gradient descent bit-flipping with momentum (GDBF-w/M) and probabilistic GDBF-w/M (PGDBF-w/M) algorithms significantly improve the decoding performance of the bit-flipping (BF) algorithm ...

nblocks (int): Packing several blocks as one for tuning together (default is 1). gradient_accumulate_steps (int): Number of gradient accumulation steps (default is 1). low_gpu_mem_usage (bool): ...

Karnataka is witnessing a direct contest between the ruling Bharatiya Janata Party (BJP) and Congress. However, the Janata Dal - Secular (JD-S) is eyeing the kingmakers status. Among the top ...