Towards Reproducible Research with PyTorch Hub | PyTorch

Towards Reproducible Research with PyTorch Hub | PyTorch

An open source deep learning platform that provides a seamless path from research prototyping to production deployment.

35 mentions: @ylecun@PyTorch@yutakashino@dl_weekly@Cometml@_DanielSinclair@biconnections@sean_a_mcclure
Keywords: pytorch
Date: 2019/06/10 18:47

Referring Tweets

@yutakashino PyTorch Hub t.co/19PcsBwdI9 おお、PyTorch Hubですか!TensorFlow Hubみたいなものを目指していますね。
@ylecun Announcing PyTorch Hub! Want ResNet, ResNext, BERT, GPT, PGAN, Tacotron, DenseNet, MobileNet...? - Pull models with 1 line of code. - Publish your models by sending a pull request. More info here:... t.co/Oegem7yvYL
@PyTorch PyTorch Hub: reducing the friction in reproducing and building-upon research - Pull models with 1 line of code, and a few more to use - Curated models. Open with Google Colab and @paperswithcode - Publish your models by sending a PR Blog: t.co/fKuh3ydoPX #ICML2019 t.co/9QiK6fxA4h
@dl_weekly Similar to TensorFlow Hub, PyTorch Hub will allow developers to import graphs and pre-trained weights from a simple API. t.co/4J68aG8mSt
@Cometml Excellent effort towards promoting greater reproducibility in ML from the @PyTorch team "PyTorch Hub consists of a pre-trained model repository designed specifically to facilitate research reproducibility and enable new research." t.co/DTcgdz0xg1
@_DanielSinclair This is a huge step forward for ML workflows. 1 line of code to access open-source models. "PyTorch Hub, a simple API and workflow that provides the basic building blocks for improving machine learning research reproducibility [and enabling] new research." t.co/jcT9ZSbYe2
@maxversace Similar to TensorFlow Hub, PyTorch Hub will allow developers to import graphs and pre-trained weights from a simple API. t.co/DgeU3yRkuh
@biconnections Towards Reproducible Research with PyTorch Hub Towards Reproducible Research with PyTorch Hub by Team PyTorch Reproducibility is an essential requirement for many fi .. t.co/dHJ9ACw9Ms t.co/gPnnLF0AlE
@sean_a_mcclure People in the AI community actually work towards reproducibility and ethics in their research. So if #datascience isn’t a real “science” then it’s traditional #science that needs to change. Towards Reproducible Research with PyTorch Hub | PyTorch #ai t.co/jddsOYulpN

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