crutcher / bimm / #165

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feat: add new ResNet example and extend model API with legacy support

- Introduced a new `resnet_tiny` example for training ResNet models using the Cinic-10 dataset with enhanced dataset handling and augmentation.
- Added a `legacy_new` constructor and `new` method to `ResNet` and `ResidualBlock` for backward compatibility and simplified initialization.
- Updated `LayerBlock` with a builder method to streamline configuration creation.
- Enhanced project documentation with clear instructions for running the new example, including dataset setup and environment variables.

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