propelml/propel

Differential Programming in JavaScript.

TypeScript

2,689

704 commits

updated May 29, 2018

See the code

README

April 19, 2018

TensorFlow.js was recently released. It is well engineered, provides an autograd-style interface to backprop, and has committed to supporting Node. This satisfies our requirements. It is counterproductive to pursue a parallel effort. Thus we are abandoning our backprop implementation, TF C binding, and the TF/DL bridge, which made up the foundation of the Propel library. We intend to rebase our work on top of TFJS.

Our high-level goal continues to be a productive workflow for scientific computing in JavaScript. Building on top of TFJS allows us to focus on higher-level functionality.

We have no release at this time.

propelml/propel

Differential Programming in JavaScript.

TypeScript

2,689

704 commits

updated May 29, 2018

See the code

README

April 19, 2018

TensorFlow.js was recently released. It is well engineered, provides an autograd-style interface to backprop, and has committed to supporting Node. This satisfies our requirements. It is counterproductive to pursue a parallel effort. Thus we are abandoning our backprop implementation, TF C binding, and the TF/DL bridge, which made up the foundation of the Propel library. We intend to rebase our work on top of TFJS.

Our high-level goal continues to be a productive workflow for scientific computing in JavaScript. Building on top of TFJS allows us to focus on higher-level functionality.

We have no release at this time.

Project health

Overall

4.1/10

Maintained

0/10

Code review

10/10
OpenSSF Scorecard

Latest release

3.3.1 · Mar 28, 2018

Releases this year

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