Python Playground

Run Python directly in your browser using Pyodide. Supports numpy, pandas, scikit-learn, and our pure-Python transformer implementation.

PlaygroundClick Run to load Python

Built-in Libraries

from ml_demos.stats import z_test_two_proportions, bayesian_ab_test
from ml_demos.regression import ols, ridge, compute_vif
from ml_demos.clustering import kmeans, silhouette_score
from ml_demos.metrics import classification_report, regression_report
from ml_demos.linalg import cosine_similarity, pca_2d, power_iteration
from transformer import Transformer, greedy_decode

Tips

First run loads Pyodide (~3-5 seconds)
ml_demos is pure Python — no install needed
For numpy/pandas/sklearn, they auto-install on first import
matplotlib plots render as images below output
State persists between runs in this session