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WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

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To see the logs from the Cloud Build CI, please join either our [discussion](https://groups.google.com/a/tensorflow.org/forum/#!forum/tfjs) or [announcement](https://groups.google.com/a/tensorflow.org/forum/#!forum/tfjs-announce) mailing list. This adds an app that can serve as an integration testbed for...

cla: yes

FEATURE add operator diagPart https://github.com/tensorflow/tfjs/issues/655 #### Description --- ##### For repository owners only: Please remember to apply all applicable tags to your pull request. Tags: FEATURE, BREAKING, BUG, PERF, DEV,...

To see the logs from the Cloud Build CI, please join either our [discussion](https://groups.google.com/a/tensorflow.org/forum/#!forum/tfjs) or [announcement](https://groups.google.com/a/tensorflow.org/forum/#!forum/tfjs-announce) mailing list. --- This change is [](https://reviewable.io/reviews/tensorflow/tfjs-core/1855)

the TF implementation of the pix2pix model which fails conversion because of `Unsupported Ops: DecodeJpeg, EncodePng, DecodeBase64` the Open NSFW model also fails conversion with some of the same ops...

This PR aims to fix tensorflow/tfjs#1426 and replaces #1637 After trying to implement specific webgl/cpu shaders in #1637 i realized [`ImageProjectiveTransform`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/image/kernels/image_ops.cc#L127) is not available in the [ops list](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/ops.pbtxt) of C...

matMul now supports broadcasting #### Description Linear algebra operations seem to be widely requested and help was wanted, so I thought I'd try and help: * `qr()` now has a...

This is an attempt to further break down/simplify [PR#1366](https://github.com/tensorflow/tfjs-core/pull/1366). (Matrix) band part is required for the backpropagation of many linear operations. Implementation should behave the same way as in [Python/C/C++...

#### Description As discussed, this is the first split of [PR#1356](https://github.com/tensorflow/tfjs-core/pull/1356): A faster QR Decomposition using a direct implementation of the Givens method, including support of Backpropagation. `bandPart` and `triangularSolve`...

This change is [](https://reviewable.io/reviews/tensorflow/tfjs-core/1492)

#### Description Compute the SVD for a matrix m Use the QR decomposition to compute eingen values and vectors Use the solve function to compute v as the result of...