This series of post will list some good articles about how to implement a neural network. Thanks for the authors for the excellent work.
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How to implement a neural network Part 1
From: http://peterroelants.github.io/posts/neural_network_implementation_part01/
This page is part of a 5 (+2) parts tutorial on how to implement a simple neural network model. You can find the links to the rest of the tutorial here:
- Part 1: Linear regression
- Intermezzo 1: Logistic classification function
- Part 2: Logistic regression (classification)
- Part 3: Hidden layer
- Intermezzo 2: Softmax classification function
- Part 4: Vectorization
- Part 5: Generalization of multiple layers
The tutorials are generated from Python 2 IPython Notebook files,
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