TastyPancakes/Flux.jl
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1286 Commits

Author SHA1 Message Date
Keno Fischer
16369769ab Handle various cases of multiplying transpose-wrapped matrices 
See test cases. I hit these while taking third-order derivatives of
matrix multiplies (whose gradient definitions use transpose).
 2019-02-06 10:41:32 -05:00
Keno Fischer
d36d7879df Add higher order autodiff for getindex 
This fixed higher order autodiff or getindex (and by extension vcat, since
it's backward pass uses getindex). This makes tracker able to handle
the third order derivatives needed to implement [1].

[1] Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations. https://arxiv.org/abs/1811.02033
 2019-02-06 10:41:23 -05:00
Mike J Innes
ecc55ec9e1
Revert "Fix OneHotVector/Matrix performance on GPU" 2019-02-06 14:31:15 +00:00
Mike J Innes
e8b2ec6f67
Merge pull request #311 from tejank10/conv_transpose 
2D Conv transpose support
 2019-02-06 14:14:14 +00:00
Moksh Jain
046f7b4eae fix std arguments in normalise 2019-02-05 18:36:04 +05:30
Moksh Jain
c6409d7686 add support for n-dimensional input to normalise layer 2019-02-05 17:09:22 +05:30
Mike J Innes
940b1e6dbf
Merge pull request #587 from KristofferC/patch-2 
use uncorrected standard deviation in normalise
 2019-02-04 14:35:25 +00:00
Mike J Innes
7fc920240d
Merge pull request #591 from dhairyagandhi96/onehot 
Fix OneHotVector/Matrix performance on GPU
 2019-02-04 13:53:55 +00:00
Mike J Innes
17f33b4a6a
Merge pull request #583 from KristofferC/kc/small_fixes 
clarify docs on single batch image to conv
 2019-02-04 12:33:34 +00:00
Mike J Innes
e774053126
Merge pull request #590 from oxinabox/patch-2 
Default to zero'ed initial state for all RNN
 2019-02-04 12:28:38 +00:00
Mike J Innes
329c8f8f95
Merge pull request #585 from KristofferC/kc/verify_download 
add hash verification to datasets
 2019-02-04 11:20:53 +00:00
Mike J Innes
cfe6859186 auto-collect in forward 2019-02-04 10:37:02 +00:00
Mike J Innes
838070968e vcat with scalars 2019-02-04 00:05:16 +00:00
Dhairya Gandhi
30aa814c4d fixes #582 2019-02-03 18:43:16 +05:30
Dhairya Gandhi
e243950e28 comment fix 2019-02-03 04:00:08 +05:30
Dhairya Gandhi
bd6158d7f9 onehotvector/matrix behaviour 2019-02-03 03:57:41 +05:30
Lyndon White
26550dacda
Default to zero'ed initial state 2019-02-02 20:01:28 +00:00
Tejan Karmali
84eabcd2ae
fixed DepthwiseConv dilation 2019-02-02 12:19:35 +05:30
Tejan Karmali
e54df2de06
Merge branch 'master' into conv_transpose 2019-02-02 10:20:45 +05:30
Kristoffer Carlsson
fd0f1c7a82
use uncorrected standard deviation in normalise 
fixes https://github.com/FluxML/Flux.jl/issues/529
 2019-01-30 17:42:19 +01:00
Kristoffer Carlsson
f60079d07c add hash verification to datasets 2019-01-30 13:11:26 +01:00
Mike J Innes
0469394715
Merge pull request #576 from mcabbott/patch-1 
PermutedDimsArray
 2019-01-29 14:55:55 +00:00
Mike J Innes
9e553adbf7 add hessian 2019-01-29 08:37:30 +00:00
Michael Abbott
031d1b3d57
PermutedDimsArray like permutedims 
e.g. PermutedDimsArray(rand(2,3) |> param, (2,1))
 2019-01-28 18:15:32 +01:00
Mike J Innes
0f8a4a48c6 extend update! with an optimiser 2019-01-28 14:10:09 +00:00
Mike J Innes
0f2975d905 update -> apply 2019-01-28 13:59:23 +00:00
Mike J Innes
bf0b5c5cef
Merge pull request #535 from asbisen/master 
fixed stack/unstack function - in utils.jl for v1.0
 2019-01-28 12:23:07 +00:00
Mike Innes
af8fdcc7af fix #573 2019-01-28 10:54:58 +00:00
Mike J Innes
013b421b08
Merge pull request #570 from avik-pal/ap/batchnorm_fixes 
Patches for default initializers
 2019-01-28 10:40:55 +00:00
Mike Innes
1c3a63c42f fixes #574 2019-01-28 10:11:07 +00:00
Mike J Innes
58ac415f6b forward mode 2019-01-25 16:14:24 +00:00
Mike J Innes
2b1a3e92da mapparams 2019-01-25 10:11:46 +00:00
Mike J Innes
791939709b numeric precision utilities 2019-01-25 10:06:37 +00:00
Mike J Innes
1cf37ab9eb rm some old deprecations 2019-01-25 09:54:32 +00:00
Avik Pal
733879681e Change initializer to glorot_uniform 2019-01-24 18:48:30 +05:30
Avik Pal
bb72c528e1 Change initializers to Float32 2019-01-24 18:43:39 +05:30
Mike Innes
ca1c73ed35 fixup 2019-01-24 11:15:57 +00:00
Kristoffer Carlsson
325e3a4f70 clarify docs on single batch image to conv 
fixes #309
 2019-01-24 11:24:10 +01:00
Mike J Innes
62d780c77f onecold fix 2019-01-24 10:16:41 +00:00
Dhairya Gandhi
4be08fe194 remove debug statement 2019-01-22 17:29:12 +05:30
Mike J Innes
152ce4a164 conversions for dual numbers 2019-01-22 10:07:42 +00:00
Mike J Innes
496dbfabd2 make chain collectable 2019-01-22 00:31:55 +00:00
Mike J Innes
f6397e7358
Merge pull request #517 from FluxML/fix_adamw 
Fix decay argument in ADAMW
 2019-01-18 10:06:23 +00:00
Mike J Innes
058b4dc7fb
Merge pull request #557 from dhairyagandhi96/dg/transpose 
fix transpose/ adjoint gradient
 2019-01-16 15:46:44 +00:00
Mike J Innes
9d56807bcd cuarrays version check 2019-01-15 11:43:57 -05:00
Dhairya Gandhi
0060cc3453 fixes transpose/ adjoint gradient 2019-01-15 21:59:32 +05:30
Mike J Innes
a3e0de1ee5 fixes #516 2019-01-15 15:49:18 +00:00
Mike J Innes
67d9016319
Merge pull request #538 from KristofferC/kc/promote 
fix promotion by avoiding integer division in mse and crossentropy
 2019-01-15 13:20:46 +00:00
Kristoffer Carlsson
c74aa67c5d fix promotion by avoiding integer division in mse and crossentropy 
oops

add tests
 2019-01-15 14:15:05 +01:00
Mike J Innes
827a7b8ed5
Merge pull request #546 from ChrisRackauckas/random 
Support random numbers as constants
 2019-01-11 10:06:54 +00:00