Update usage.md

Merge branch 'main' of hf.co:spaces/elvis-hf/mlp_visualizer

Add usage

Update README.md

Refactor code to avoid using .then chains

Fix bug in refactoring

Refactor file structure

Update README.md

Refactor to separate frontend and backend logic

Partially complete refactored gradio code

Make regenerate button submit dataset options

Remove export tab

Add usage

Remove unused code

Add preset architectures

Use a new text-based architecture editor

Fix bug in selecting minibatch in train_step

Add plot options

Show training progress and more training options

Add model training options and show model predictions on plot

Add MLP architecture configuration

Rename DatasetOptions to Dataset for clarity

Add plotting and dataset options

Display current training loss

Fix bug when changing number of data points

Reset model and optimizer when changing optimizer type

Add step coounter and fix bug when changing optimizers

Add hyperparameter options for SGD and Adam

Remove progress bar when loading new image

Add MLP builder

Add optimization options

Fix the y limits on the plot

Initial commit

initial commit