1066: fix travis for documentation build r=CarloLucibello a=johnnychen94
The previous build doesn't trigger the documentation stage because the matrix doesn't get expanded for the sole job.
Not very clear how Travis reads the config but this change fixes the issue.
😕 weird that it doesn't allow failures on nightly here... The one in my fork works as expected. https://github.com/johnnychen94/Flux.jl/runs/479502998
cc: @CarloLucibello
Co-authored-by: Johnny Chen <johnnychen94@hotmail.com>
1057: add Julia ecosystem doc section r=CarloLucibello a=CarloLucibello
Partially fixing #251, related to the discussion in #1051 .
Not exactly a poem that I wrote here, maybe someone could suggest a better rephrasing.
Suggestion for additional packages to add to the list also welcome
Co-authored-by: CarloLucibello <carlo.lucibello@gmail.com>
1062: docstring ensure signature code formatting r=CarloLucibello a=visr
by using a four space indent instead of two
Fixes issues seen here:
Where the type signature has no code formatting, and a code block is introduced that throws off the rest of the formatting.
Co-authored-by: Martijn Visser <mgvisser@gmail.com>
1044: Add testmode! back for normalization layers r=CarloLucibello a=darsnack
Fixed#909
I added `testmode!(m, mode)` back to Flux as per v0.9. Now the `mode` can be `false`, `true`, or `:auto`/`nothing` with the default being `:auto` for newly constructed layers. In `:auto` mode, the `istraining()` functions added in v0.10 are used to determine whether we are evaluating within an AD trace or not.
Also plan on adding a doc section in an additional commit.
Co-authored-by: Kyle Daruwalla <daruwalla@wisc.edu>
1051: add DataLoader r=CarloLucibello a=CarloLucibello
Fix#450
This adds a DataLoader type, largely adapted from the Knet one, therefore pinging @denizyuret to check if he is cool with this. Unfortunately, I cannot "unsee" his implementation, and in any case any reasonable alternative implementation will be pretty much similar I guess.
This is an initial implementation to get things going, possibly in the future we will also want a distributed and out-of-memory option as the one implemented by @staticfloat here
https://github.com/FluxML/Metalhead.jl/blob/sf/training/training/ImageNet/dataset.jl
Co-authored-by: CarloLucibello <carlo.lucibello@gmail.com>
1023: Feature: Added Boston Housing Dataset r=CarloLucibello a=pranjaldatta
[Boston Housing Dataset](https://archive.ics.uci.edu/ml/machine-learning-databases/housing/) is one of the most common datasets that are used by beginners. It is as popular as other datasets like Iris etc. Hence, it feels only natural that this dataset is a part of Flux.
Added src/data/housing.jl: code for downloading and loading the dataset
Edited src/data/Data.jl: To include and export housing.jl
Edited test/data.jl: Added test for the dataset.
*All tests in test/data.jl are passing*
Co-authored-by: pranjaldatta <pranjaldatta99@gmail.com>
Co-authored-by: Pranjal Datta <pranjaldatta99@gmail.com>
1041: add NNlib docs + misc docs improvements r=CarloLucibello a=CarloLucibello
Partially addressing https://github.com/FluxML/NNlib.jl/issues/137.
Also, I'm leaving out the `σ` activation and using its alias `sigmoid`, since `σ` conveys little information and it is also used to denote a generic activation in the Dense layer. I think we should deprecate `σ` in NNlib, has this been discussed already?
In an ideal world, before merging this, we should get NNlib to either unexport or add docs to its undocumented exports
Co-authored-by: Carlo Lucibello <carlo.lucibello@gmail.com>
998: test restructure on the GPU r=CarloLucibello a=ChrisRackauckas
Requires https://github.com/FluxML/Zygote.jl/pull/474 to pass
Co-authored-by: Chris Rackauckas <accounts@chrisrackauckas.com>
960: Added utility function outdims to compute output dimensions of a layer r=dhairyagandhi96 a=darsnack
Based on Slack chatter, I added a utility function, `outdims`, that computes the output dimensions for given input dimensions.
Example
```julia
layer = Conv((3, 3), 3 => 16)
outdims(layer, (10, 10)) # returns (8, 8)
```
Co-authored-by: Kyle Daruwalla <daruwalla@wisc.edu>
CarloLucibello
