Louis Tiao

Layer shape compatibility check

1

Add utility for checking compatibility of layer input / output shapes in stack operation

For building deeper and more complex models like Inception and ResNet, ops like [repeat](https://www.tensorflow.org/api_docs/python/tf/contrib/layers/repeat) makes it easy to replicate layers or even blocks of layers (e.g. ResNet blocks). See https://github.com/tensorflow/models/blob/master/slim/nets/inception_resnet_v2.py...

Look into: http://arxiv.org/pdf/1312.6055v3.pdf

Refactor Dockerfile dependency building steps to take advantage of Docker caching and eliminate the need for having a separate base image.

Implementation of Cholesky rank-1 update is orders of magnitude slower than the naive approach?

1

A common problem is to compute the Cholesky factor of `A + u @ u.T`, given a PD matrix `A` (shape `n x n`) and a rank-1 update vector `u`...

The Todo List

1

Very interested in getting involved. I have a few questions from looking at the todo list: - Consider adding capitalised phrase identification - Consider adding a repeated-char remover (e.g. grrrrrrr->grr)...