tensorflow / tensorflow/datasets
Would the team accept a JS version, published in NPM (instead of PyPi)?
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
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Description
Is your feature request related to a problem? Please describe.
Ideally, the datasets API would be available cross language, like Keras or TensorFlow. Many TF learners are coming to TensorFlow from JavaScript, and would benefit from the access to known datasets.
Describe the solution you'd like
in package.json
npm add @tensorflow/tensorflow-datasets
in index.js
import * as tfds from '@tensorflow/tensorflow-datasets'
const ds = tfds.load(name='mnist');
Additional context
js.tensorflow.org
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the existing Python datasets API and the proposed package.json and index.js interface, then check js.tensorflow.org for the expected JavaScript ecosystem. Done would mean agreeing on and delivering a JavaScript package that exposes the datasets API through NPM and can load a dataset such as MNIST.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- javascript, python, tensorflow
- Domain
- api, data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100