Recover failed Autoloop tsikit-learn branches

[Copilot]

Bug Fix

What was the bug?

Issues #6, #7, and #8 each captured Autoloop output that failed to become pull requests, leaving the generated tsikit-learn implementation stranded in workflow artifacts.

How did you fix it?

• Recovered cumulative Autoloop output

  • Applied the latest branch artifact, which includes the prior foundation, preprocessing, metrics, model selection, and linear model work.

• Added tsikit-learn project implementation

  • Introduced TypeScript source, package config, tests, CI, and playground assets.
  • Includes LinearRegression and Ridge under linear_model.

• Hardened workflow permissions

  • Added explicit read-only default GitHub Actions permissions, with Pages permissions scoped to the deploy job.

import { LinearRegression } from "./src/linear_model/linear_regression.js";

const model = new LinearRegression();
model.fit([new Float64Array([1]), new Float64Array([2])], new Float64Array([2, 4]));
const prediction = model.predict([new Float64Array([3])]);

[mrjf]

@copilot fix ci errors

[Copilot]

@copilot fix ci errors

Fixed the CI lint failures in d341da9. Local CI-equivalent validation passes: bun install, bun run lint, bun run typecheck, bun test, and bun run build. The latest CI run is now action_required with no jobs started, so it likely needs workflow approval before it can run.