Justin D. Harris

[demo] Bump truffle and other versions

1

Also bump some dependencies and add more troubleshooting steps.

[simulation] Use normalization like in the demo.

2

In the demo, normalization is done before updating the dense perceptron and dense nearest centroid classifiers, but the simulation doesn't use normalization. Normalization is used to avoid submissions with large...

[demo] Improve layout on mobile

8

* [x] Footer background does not stretch * [ ] Tables (refund, reward, deployment info) are not visible

So that the values don't have to be hidden when online safety is enabled. - [ ] classifications - [ ] encoder

[demo] Track accuracy over time.

8

In database? On blockchain? We now track the accuracy in the database (managed by the server). This is okay but it's centralized so it would be good to add some...

Currently an error is shown if something fails when loading the contract but it would be better to get more detailed errors for what is invalid. Validate that: * [x]...

[demo] Add way to search for added data

5

When a lot of data has been added, it might be annoying to find the data you want to refund/report. It would be good to have an easy way to...

[demo] Show image for the original data when looking at refund/reward data for an image classifier

1

I started to do this but the image wouldn't display. I was doing stuff like: ```JavaScript img = document.getElementById('input-image'); canvas = document.createElement('canvas'); context = canvas.getContext('2d'); canvas.width = img.width; canvas.height =...

Remove the option to select the IMDB vocab and instead allow uploading a vocab locally or to the DB. Not as important now that #88 is done which lets you...

This is just to remove data from the storage (local or service). This wouldn't actually remove data from the blockchain.