Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining

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What happens when your production model drifts and retraining isn’t an option? This article shows how a self-healing neural network detects drift, adapts in real time using a lightweight adapter, and recovers 27.8% accuracy—without retraining or downtime.

The post Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining appeared first on Towards Data Science.

Source: Towardsdatascience.com

Original source: https://towardsdatascience.com/self-healing-neural-networks-in-pytorch-fix-model-drift-in-real-time-without-retraining/

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