Naive python implementations of neural nets and components. Goal: To rebuild various pieces from scratch in a composable way.
# after cloning the repo
cd mimic
poetry install
# Will demonstrate the model learning the xor function
mimic
- Models
- basic sequential model
- model saving/loading
- w/ metadata
- generic activation/error functions
- vectorized
- simple trainer
- configurable backprop
- simple model visualization
- better input/hidden/output display
- Datasets
- mnist dataset
- dataset saving/loading