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"|=====\n",
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"|=====\n",
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"| Term | Meaning\n",
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"| Term | Meaning\n",
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"|ReLU | Function that returns 0 for negative numbers and doesn't change positive numbers.\n",
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"|ReLU | Function that returns 0 for negative numbers and doesn't change positive numbers.\n",
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"|Mini-batch | A smll group of inputs and labels gathered together in two arrays. A gradient descent step is updated on this batch (rather than a whole epoch).\n",
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"|Mini-batch | A small group of inputs and labels gathered together in two arrays. A gradient descent step is updated on this batch (rather than a whole epoch).\n",
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"|Forward pass | Applying the model to some input and computing the predictions.\n",
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"|Forward pass | Applying the model to some input and computing the predictions.\n",
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"|Loss | A value that represents how well (or badly) our model is doing.\n",
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"|Loss | A value that represents how well (or badly) our model is doing.\n",
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"|Gradient | The derivative of the loss with respect to some parameter of the model.\n",
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"|Gradient | The derivative of the loss with respect to some parameter of the model.\n",
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