This pdf shows some methods to fine tune the hyperparameters of a Neural Network to increase it's performance. It also puts light on some of the common problems related to Neural Networks along with their solutions.
Hasnat-Aarif-Aslam/How-to-Improve-the-Performance-of-a-Neural-Network
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