Implement simple operations to understand how ConvNets work.
TODO:
- Implement Loss class
- Implement Optimizer class
- Layer class:
- Implement Fully Connected (FC) Layers
- Try to optimize convolution operation
- Implement backward step for convolution
-
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Let's build our own naïve convNet library with NumPy
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