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This was originally discussed in https://github.com/JuliaDiff/ChainRules.jl/issues/12#issuecomment-483058007
and in a few other places.
Basically often when defining a chainrule (`frule`, or `rrul…
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As the 2010’s draw to a close, it’s worth taking a look back at the monumental progress that has been made in Deep Learning in this decade.
Tags: deep_learning
via Pocket https://ift.tt/…
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In the weak form of the heat equation, the gradient of the thermal conductivity is required. When there are just two homogeneous domains, it seems straightforward to define the thermal conductivity in…
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# [RFC]: Relay a new high level IR for TVM
Relay is a new high level intermediate representation (IR) intended to act as v2.0 of NNVM.
# Motivation
Computation graphs are a powerful program…
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The idea is simple to implement and well-scoped as part of TF Distributions. I personally like the idea of even having it be the default for Gamma, Beta, and others. The gradient implementations may b…
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### Sanity checks
- [X] My issue relates to a specific CLI completion spec (e.g. `git checkout` is missing options in `git` completion spec). If your issue is more general, please create your issue h…
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https://github.com/breandan/kotlingrad
The idea is to connect kotlingrad automatic differentiation done in kotlngrad via MST expressions. One should be able to transform MST expressions to kotlingr…
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**Describe the bug**
After the BIS title, the BIS content is split between multiple tags (e.g. ) but code only scrapes the first tag, not the entire BIS content (this happens often if BIS content is…
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For a model to be portable between tools and even different versions of the same tool, it is necessary that tools can rely on provided derivatives and inverses being defined in a mathematically consis…