Related Issues (18)
- Bug - Minibatch backprop causes model to no longer work with scalar HOT 1
- Reduce test example to a simple matching linear regression
- Update .backward() method with an additional optional argument to set initial grad
- Use pydantic to improve typing
- Test optimiser on testcases of increasing complexity
- Implement more optimisers
- Create layer models
- Create Dataloaders
- Improve plotting functionality with explicit plot
- Create dataloader to load MNIST dataset from pytorch HOT 1
- Port power function to one that doesnt absolute the value
- Support CNN functions
- Create categorial loss
- Perform testing for categorical loss
- Speed test comparison with pytorch
- Reduce flexibility of tensors
- Fix softmax autograd
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