ModelLab
By
@alexd229
- 4 Devlogs
- 9 Total hours
Compare models, visualize errors and explain why one model performs better than another.
Ship #1
Pending review
i made model-lab, an interactive python dashboard for testing machine learning models. you can adjust settings, compare results, view evaluation metrics and download predictions as a csv file. the hardest part was getting the model logic working correctly. i had to fix some issues, change parts of the code and test everything again. getting the styling right and setting up the deployment took some work too.
after fixing the model logic and making a lot of changes, this is the final result of model-lab for now. the dashboard is styled, the models work, and you can download predictions as a csv file. i’m getting ready to ship it.
worked on making model-lab look better. moved the styling into its own file and added a dark theme with pink and purple accents, nicer cards and cleaner spacing.
worked on the model-lab dashboard. i loaded the wine dataset and added model selection, test data settings and evaluation metrics. still fixing some model logic and testing everything
working on model-lab, a python app to experiment with machine learning. i am setting up the dashboard and getting ready to test diffrent models
