NickHeiner / wandb-js

The W&B SDK for TypeScript, Node, and modern Web Browsers

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Weights & Biases Weights & Biases

Use W&B to build better models faster. Track and visualize all the pieces of your machine learning pipeline, from datasets to production machine learning models. Get started with W&B today, sign up for a free account!

🎓 W&B is free for students, educators, and academic researchers. For more information, visit https://wandb.ai/site/research.

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Documentation

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This is a TypeScript library compatible with Node and modern Web Browsers. It's inspired by our official Python SDK. We're currently missing a lot of the functionality found in our Python SDK, basic logging functionality is available:

import wandb from '@wandb/sdk'

await wandb.init({config: {test: 1}});
wandb.log({acc: 0.9, loss: 0.1});
wandb.log({acc: 0.91, loss: 0.09});
await wandb.finish();

We'll be adding additional features like Tables soon.

Integrations

Langchain

Traces can be logged from langchain versions >= 0.0.75.

import {WandbTracer} from '@wandb/sdk/integrations/langchain';

const wbTracer = await WandbTracer.init({project: 'langchain-test'});
// run your langchain workloads...
chain.call({input: "My prompt"}, wbTracer);
// be sure to call finish on the tracer
await WandbTracer.finish();

About

The W&B SDK for TypeScript, Node, and modern Web Browsers

License:Apache License 2.0


Languages

Language:TypeScript 96.6%Language:JavaScript 3.4%