Gradio

🤖 AI-Powered Data Dashboard (Mini AutoML)

Upload a CSV or select a sample dataset. Then pick a target and train.

Data source

Upload CSV

Preview (first 20 rows)

Schema / Missingness

Numeric Distributions (up to 10)

Correlation (Pearson)

Target column

Auto-detect task

If auto is off:

classification regression

Test size

0.1 0.4

Random state

Drop rows with missing target

Enable GridSearchCV (RandomForest)

Fast mode (3-fold CV + smaller grid)

Row cap (0 = no cap)

Compute permutation importance (slower)

Results Leaderboard

Holdout primary metric

Download best pipeline (.joblib)

report.md

report.html

report.pdf

images.zip