TastyPancakes/Flux.jl
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1554 Commits

Author SHA1 Message Date
CarloLucibello
b6c79b38b4 add DataLoader 
special case train! for the unsupervised data iterator
 2020-02-29 18:50:59 +01:00
bors[bot]
37af9fb15c
Merge #1023 
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>
 2020-02-29 15:54:34 +00:00
Carlo Lucibello
425fcdbe69 NNlib docs + misc docs improvements 2020-02-29 11:14:48 +01:00
CarloLucibello
759fe9df2f update docs and export update! 2020-02-26 20:27:39 +01:00
pranjaldatta
569021a9f1 added newlines at end of file 2020-02-26 15:05:23 +05:30
bors[bot]
55616afc11
Merge #960 
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>
 2020-02-25 17:40:05 +00:00
Bulat Suleymanov
db4eaf254b
Edit description of convolutional layer 2020-02-24 13:16:51 +05:00
Dhairya Gandhi
88b0c65d72
Merge pull request #1035 from matsueushi/remove_get_macro 
Remove get! macro
 2020-02-20 12:58:16 +05:30
bors[bot]
e4a84c120f
Merge #1021 
1021: nograd for onecold, onehot, onehotbatch r=MikeInnes a=CarloLucibello

fixes #1020 

Co-authored-by: CarloLucibello <carlo.lucibello@gmail.com>
 2020-02-17 14:12:48 +00:00
matsueushi
6ea7b95384 Remove unused using 2020-02-15 20:06:15 -05:00
Marco
ae0455517a Remove outdated reference to truncate! 2020-02-10 00:03:11 -08:00
pranjaldatta
197a1a70c0 added BostonHousing dataset and testing 2020-02-07 03:47:19 +05:30
CarloLucibello
6499344af3 nograd for onecold, onehot, onehotbatch 2020-02-06 15:41:46 +01:00
Tim Besard
d88f63adb4 Remove unused imports. 2020-01-29 12:15:41 +01:00
bors[bot]
d1edd9b16d
Merge #680 
680: Added new loss functions. r=thebhatman a=thebhatman

I have added the KL Divergence Loss function, Poisson loss function, Logcosh loss, and Hinge loss function.

Co-authored-by: Manjunath Bhat <manjunathbhat9920@gmail.com>
Co-authored-by: thebhatman <manjunathbhat9920@gmail.com>
 2020-01-13 15:46:25 +00:00
Mike J Innes
17732e7023 restructure; closes #747 2020-01-06 11:53:47 +00:00
Kyle Daruwalla
0cdd11c0dc Added tests for varying padding, stride, and dilation with outdims. 2019-12-07 14:05:50 -06:00
Kyle Daruwalla
a64378b112 Switched to using NNlib for conv.jl outdims. 2019-12-07 13:21:26 -06:00
Kyle Daruwalla
6265b1fa39 Added tests for outdims 2019-12-05 22:54:25 -06:00
Kyle Daruwalla
31dda0ce6c Updated with all basic and conv layers outdims 2019-12-05 21:57:10 -06:00
Kyle Daruwalla
b4ed16ad9c Added outdims for some basic layers 2019-12-03 22:48:48 -06:00
Fredrik Bagge Carlson
e67f09c06d Correct some comments in decay docs 2019-12-03 15:32:23 +08:00
Fredrik Bagge Carlson
6e94e59afd Improve docs for decay optimisers 2019-12-03 15:27:44 +08:00
bors[bot]
90a38a3201
Merge #937 
937: Fix Glorot initialization, add He initialization r=MikeInnes a=Sleort

Should fix #442 .
Adds He weight initialization as a bonus :-)

Co-authored-by: Troels Arnfred Bojesen <tr-ab@online.no>
 2019-11-26 16:17:06 +00:00
bors[bot]
fb4a48f970
Merge #943 
943: Fixes #900 r=MikeInnes a=dhairyagandhi96

Thoughts on the test?

cc @MikeInnes

Co-authored-by: Dhairya Gandhi <dhairya@juliacopmuting.com>
 2019-11-26 15:09:27 +00:00
Dhairya Gandhi
59bb0d81b0 add TODO 2019-11-26 16:23:09 +05:30
Mike J Innes
4c69b44a7c
Merge pull request #940 from matsueushi/feature/cuda-logitbc 
Fix logitbinarycrossentropy on CuArrays
 2019-11-26 10:18:07 +00:00
Tim Besard
fbb377a7b4
Merge pull request #941 from FluxML/tb/include_during_precompile 
Don't include the CUDA module during precompilation.
 2019-11-24 08:55:43 +01:00
Dhairya Gandhi
5f21238d1a no grad dims helper 2019-11-24 13:25:02 +05:30
Tim Besard
4ece13c649 Don't include the CUDA module during precompilation. 
If we do, we could end up replacing it at runtime.
 2019-11-22 18:03:51 +01:00
matsueushi
a0314ce682 Fix logitbinarycrossentropy on CuArrays 2019-11-22 05:23:24 +00:00
Troels Arnfred Bojesen
af96a197c1 Fix Glorot initialization 
Should fix #442
 2019-11-20 13:20:42 +09:00
Mike J Innes
5839e166f6
Merge pull request #860 from dsweber2/activations 
Activations
 2019-11-19 16:44:25 +00:00
Tim Besard
2fa3e5673e
Merge pull request #924 from FluxML/tb/cuda_init 
CUDA package initialization improvements
 2019-11-19 16:48:45 +01:00
Tim Besard
c45cec4cba Simplify warning. 2019-11-19 16:05:41 +01:00
Tim Besard
69bf84278f Remove wrong warning. 2019-11-19 15:53:43 +01:00
Mike J Innes
4f73e434a4
Merge pull request #935 from baggepinnen/patch-4 
Fix AMSGrad on GPU
 2019-11-19 12:58:37 +00:00
Troels Arnfred Bojesen
2b80573248 Fix Glorot initialization, add He initialization 
Should fix #442 .
Adds He weight initialization as a bonus :-)
 2019-11-19 18:16:29 +09:00
Fredrik Bagge Carlson
2da22f31f0
Avoid unnecessary conversion 
This initialization works for both cpu and gpu
 2019-11-19 16:31:04 +08:00
Fredrik Bagge Carlson
df7ffb0ef8
Fix AMSGrad on GPU 
The previous initialization created a CPU array. Now, the same type of array as `x` is created.
 2019-11-19 16:27:44 +08:00
Troels Arnfred Bojesen
4530ac65c7 Fix Glorot initialization, add He initialization 
Should fix the issue reported at https://github.com/FluxML/Flux.jl/issues/442 .
Adds He weight initialization as a bonus :-)
 2019-11-19 16:50:40 +09:00
dsweber2
dea29532ef Merge branch 'master' into activations 2019-11-15 17:19:43 -08:00
dsweber2
20eb840882 keeping activations separate 2019-11-15 12:03:08 -08:00
dsweber2
58c794702d simpler test 2019-11-14 14:05:53 -08:00
dsweber2
0fe3ac4e77 bring activations into function call 2019-11-14 13:40:52 -08:00
dsweber2
6475f6a43e recursive way of doing activations 2019-11-14 13:40:52 -08:00
dsweber2
99679f7e16 deal with empty Chain 2019-11-14 13:40:52 -08:00
dsweber2
d0202a2945 adding the extra commits broke the accumulate version 2019-11-14 13:40:52 -08:00
dsweber2
cdaaca8cfa make activations zygote friendly 2019-11-14 13:40:29 -08:00
janEbert
3dceef427f Fix binarycrossentropy on CuArrays 2019-11-08 16:48:11 +01:00