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github.com/BrainJS/brain.js

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js
https://github.com/BrainJS/brain.js

cleanup and reuse base network

7fc04fbc455945682936004cea44d5cd2ea705a9 authored over 7 years ago
Merge branch 'master' into nn-gpu

7b4b601f2af5daff6bf9b08f08429194d36e11fc authored over 7 years ago
Merge remote-tracking branch 'origin/nn-gpu-layers' into nn-gpu-layers

3540c24edceefc0461a5167fee24e7165cb3cde5 authored over 7 years ago
more foundational logic

f8ee824a918d039cd3b0faea0fb2e3726128d4d7 authored over 7 years ago
sync with master

738d004c8cac3e1fa376e092293cfbf63a7b9a39 authored over 7 years ago
Merge pull request #94 from nicoschtein/patch-1

Updated link to color contrast demo

4968cf975263549565c6137811cf36072e987c68 authored over 7 years ago
Fixed Color Contrast Link

63dd83a9a6cd9b454908255610dc6c1892ce27b9 authored over 7 years ago
Updated link to color contrast demo

Updated broken link to `Demo: training a neural network to recognize color contrast`.

120f9b33ccc955d3f05809d340881debfbe8286f authored over 7 years ago
Merge pull request #93 from jwenzler/patch-1

Use the most negative possible value in pool

869f984b22b6d54bc1c89a97c3607112cc6b6190 authored over 7 years ago
Use the most negative possible value

I believe this provides a more firm extreme for the initial value of `largestValue`.

f00729d13a63b76eb49737136068b3045eb1987b authored over 7 years ago
implement initial logic for pool.learn and test

e836c7bd45da2400ec71ce4aaa1bf4cf1f60385e authored over 7 years ago
remove unneeded property

4bd6f5d3a78402dcecd9ee86ba5f0821619ed6f5 authored over 7 years ago
simplify math on convolution layer

4a80da83d5a4a9d810489f1ef53b503bcf160627 authored over 7 years ago
preliminary FullyConnected layer tests all passing

ca3037a21571e63e877564c724f763a99923693a authored over 7 years ago
remove test for learn on dropout, because it doesn't actually do anything

6313eade95cf1af51f3e7232a3e8dead80532c5e authored over 7 years ago
plural the naming for variables used with layers for better understanding of context

c6a6fb3af09adfa206463f469b8927a365f3bef8 authored over 7 years ago
test dropout and remove method that doesn't do anything

95e1f20943c8762242148ba6432e4a6a8b0de0d3 authored over 7 years ago
test using gpu-mock.js

5214b52b1b0decbfc7bf3bd220db742ae6d73c26 authored over 7 years ago
convolution testing

f0c9fb0a4e3ad7acbcf2a15f632c9086fb5ed1b4 authored over 7 years ago
Update the repository url

b9e3242b31f4f5012ccb6a42143018d6ef247478 authored over 7 years ago
expose predict and learn functions from activation layers and test activation layers

bd38b24dcfe2abfd6b65b1c7a80a5e206dcdec95 authored over 7 years ago
start testing layer predict and learn functions

add api for accessing layers

d1663c2c9a9e5d5c231da9bc1e57d482cffb56f6 authored over 7 years ago
more foundation

fd31d208280a0b8053f5f8594a17384cd3dff8c8 authored over 7 years ago
more foundation

7670f874209447fafbee2c8bd76674e00ea819dd authored over 7 years ago
Merge pull request #90 from harthur-org/82-reinforce

82 reinforce

77a6adf7e4dcdb2e7a9f3616dfa92cd84bc2a650 authored over 7 years ago
build

ed611d79fbc04897b8738f9a49a4e5175e5fcb99 authored over 7 years ago
handle part of #82, erroneous keepNetworkIntact logic changed and renamed to reinforce

d78d4d376c9964d76dc8008dfb7e563019daff01 authored over 7 years ago
Merge pull request #89 from abhisheksoni27/master

Document activation functions

7a9d4d5bc844174a4500c6113c6e7ab0794af406 authored over 7 years ago
Merge pull request #87 from harthur-org/other-activation-functions

Other activation functions

4c9baad31c3cf6250b35d52063fcf389b13082df authored over 7 years ago
document activation functions

a180cfee0ad1d7d1f71cadc32bdbc1167b153bf2 authored over 7 years ago
bump build

ac3ea447bb57adb85f8fab6ff53841450b98bf22 authored over 7 years ago
stronger logic

6c129f9101b4c5d751f5a352ce54b9d46ae36ad8 authored over 7 years ago
finalize other activation types

70ab1ee921f1948008419b1b43c0e2e3f7e69b53 authored over 7 years ago
more layer basics

7460d29980f63e4bac2daacf6c39b8501e98e92e authored over 7 years ago
add setActivation

c75bdf8b9c8307de8c9e2ca844a80f1893cd4346 authored over 7 years ago
add in various activations directly.

1fac7bbe9340c25fbcfbdbd74bf9640c2c18be95 authored over 7 years ago
Merge branch 'master' into other-activation-functions

fa89acff8d410662e91626c7a10009a4ac86411d authored over 7 years ago
more basic structure on other layers

f7a1dea86a5735b1e9a3527b3f7eff2f8f977ac4 authored over 7 years ago
more basic structure on other layers

d854d19aa0fcfda6ad4106b8dfdf7eb36cfbabb0 authored over 7 years ago
refine constructor and define dropout layer

c516e17b1439e04aab652550fba3e3c6d33440bc authored over 7 years ago
learnInputs seems to be working, but gives results backward to what is expected here: https://github.com/karpathy/convnetjs/blob/master/src/convnet_layers_dotproducts.js#L111

Out of curiosity, I reversed the delta from convnet, and the training seemed fine after 30k itera...

92a0365f7b8bf18bbb1ba1660d47a1f292b8563c authored over 7 years ago
learnFilters working

3b549aa2bbb9c4ac56a3e09286b0523239ecc52e authored over 7 years ago
predict working

110ab62042cc09948035511f626f5181f23e90b2 authored over 7 years ago
more definition for convolution layer

399de3222ca80728b67a4b3dfdcd17ef5e2c2289 authored over 7 years ago
more definition for convolution layer

6a12d1884b3ff4f643e45135f12e76977055fca1 authored over 7 years ago
experimenting with various layers

130bd0500e238087445693b0ac5113c5e5f611af authored over 7 years ago
IRIS

5e12919016d481324d3decedfed6b2284d74baa5 authored over 7 years ago
Merge pull request #76 from wagenaartje/patch-1

Fix logo

fda89ea33d84a86d0b76e046bd98bb7680963e97 authored over 7 years ago
Fix logo

df18567405a3ccf11bb1f58fe9fab27dbb601093 authored over 7 years ago
Merge pull request #75 from FranzSkuffka/logo-refinement

Refine and vectorize logo

ff595242ce2cd821036b93b03466a47cf809089a authored over 7 years ago
Refine and vectorize logo

d617518397fe25db41a3015a6121427f563e6832 authored over 7 years ago
adjust output

24ef75b67c402a45875a8dc11682f5096519c4ec authored over 7 years ago
IRIS test

b06ac02c3ef7c5264e208477fe682b267efe7c86 authored over 7 years ago
nngpu working :tada:

5af6b0bbeb7a9b65ad364b2b368fb7c0c08f72b3 authored over 7 years ago
Add dist files for nn-gpu

77edace01a3c9fe5b79fff667cd4c052629b301e authored over 7 years ago
Add console.logs

148b5f176ca78fe2eba23c15c583612a6669d8bc authored over 7 years ago
Merge branch 'master' of github.com:abhisheksoni27/brain.js into nn-gpu

484d9349661bacb64e3f08c034cce894878742c3 authored over 7 years ago
Neural Network using gpu.js

df844178164da01e6d52875200191f8f95a9121c authored over 7 years ago
Merge pull request #74 from abhisheksoni27/master

Format README.md

b33c833c53c5b93faf395fd25972d2ea076efa80 authored over 7 years ago
Change heading hierarchy

5703189e05dd4859d4ca9811eb884ed057405d48 authored over 7 years ago
Capitalisation

1e9b66a062ac72de102a10b35c593bf8e6d91634 authored over 7 years ago
Formatting

b2f3b3b2777ce4a92e39642816db0ed9061d0ca7 authored over 7 years ago
Merge pull request #70 from abhisheksoni27/speed/unique

Unique elements in array using Set

b3bbbbcc359ae27f1ea0a4ea6e3cc9d78809c084 authored over 7 years ago
Speed :rocket: using Set when removing duplicate elements from array

2662da0c8c76b4a23adf42668806309e90aeb90e authored over 7 years ago
Merge pull request #69 from abhisheksoni27/fix/array-check

Array check and tests

4df53d6e7c3163562d86da9d1e2daf76d618a062 authored over 7 years ago
array check and tests

1b269acdaa99d3d861d339c93372f0ba1e764b34 authored over 7 years ago
Merge pull request #67 from abhisheksoni27/test

fix/remove-extra-checks

76505924ba9faa3b01b5d12a93f33d1fe82c37e2 authored over 7 years ago
fix/remove-extra-checks

800902cba5bc001f8e00ec28c223d75e44a9ead1 authored over 7 years ago
bump version number for bower

93adf0a45843ddc06297cb0148166ecf180195d1 authored over 7 years ago
v1.0.0-rc.3

ee64a5700bd34911f58bc5ffac1997a2986f762e authored over 7 years ago
bump version number again

bfe20ecefd3ed193448193af20beae26da601a45 authored over 7 years ago
update readme to not break on npm and update verbiage

df40467d6b4ae7e36762016578b4fb857af7bae1 authored over 7 years ago
move dependencies around, and bump version again

b259e74f1a7cd162923de962cef3c4670a5a2f88 authored over 7 years ago
Merge remote-tracking branch 'origin/master'

ad2f4fa22314ff81e393148550f744f2c4b9939a authored over 7 years ago
bump version in preparation for release

4177202a8746f689175efe91b6b6ecda675790e1 authored over 7 years ago
escape url

must have been an upgrade to markdown... a thorn in my side

32fb555694f33c583fa59685b1969b9efec256d9 authored almost 8 years ago
Merge pull request #66 from arjunmenon/patch-1

Update README.md

86dfd3476e9f59853336279f9f4ae279778a4f8e authored almost 8 years ago
Update README.md

Remove ambiguity of version from Github and Node.

e80849402ffcd9fee056d10c5a3cf5fb19f1d446 authored almost 8 years ago
make it easier for xor, with more properly sized net

update test documentation for shorter syntax

aabe8cc25b7454e9213159b190be645e0ad8c51f authored almost 8 years ago
remove unused tests and update documentation on how to run them

133098d1acd911edc629035913583e093696db40 authored almost 8 years ago
rename "Vocab" to "DataFormatter"

ef3811e694fa6e1a304bfc1410f704d682d54be1 authored almost 8 years ago
recurrence to deltas, and null check for vocab vs existence check

2657bc5d90a8dfd3598fab6f7b9204a47f601c2e authored almost 8 years ago
es6 syntax for defaults, defaults prop, and make

c86388a7e9652fcf46313931041c454afb0f7714 authored almost 8 years ago
add addInputOutput method as reusable helper

a8f766a4a6b271555c8fcd594883534d0f550496 authored almost 8 years ago
Merge remote-tracking branch 'origin/master'

c48d6087ad61606f682166f737a3d69aec6efe3d authored almost 8 years ago
better training and memory management

also remove any sign of recurrence when trained

40be90f960ad019bb1a2e1eca2b6b9eb6769f5bd authored almost 8 years ago
typo

9687fb72b079b33504f932a1932ef3a29be6af53 authored almost 8 years ago
typo

228b503c1b416bd660b648990125612cb47049cd authored almost 8 years ago
Fixes #40 and preps for release of 1.0.0

8db35772a5ebad9c7de278a40ca2f9c2fa6f520e authored almost 8 years ago
When testing multiply-b, using `+=` vs `=` the error rate would stay high (5-ish), but when using `=`, I can easily get error rate of 2, I believe this to be a bug, and fixed.

Also build

2793d7bbeeb15600d7abb5778738a428c328ac6c authored almost 8 years ago
build

6bf88c5cb1b49ef6176b4fe0a94bdf611e0f1595 authored almost 8 years ago
fix broken test

7507c9edfee936b0ffa18c85aac916c00084f31c authored almost 8 years ago
a lot of research into finding how to prevent resetting of the recurrence, or where the proper place should be

3755e1bce901a3cd79904e478f965ce71e09bb65 authored almost 8 years ago
delete unneeded file

7184d477dccc4039e8005d71021f83e68f44deea authored about 8 years ago
build

d05eecd708a74bdaa7973416a5102aba10abf6c9 authored about 8 years ago
partial fix for #58. After all matrices get exponentially larger, duplicating allMatrices suffers a performance hit. This pushes to original rather than create a new one every time.

f6bfc4f716de62d8fcb832517e0d0a6da868f0ea authored about 8 years ago
method name correction, and remove unneeded shuffle reference

7abf6eeeeedf3ed603f4775fb493a3d46880f590 authored about 8 years ago
refine tests a bit and accept strings

Fix #20

b95855e34715c909ec1d8e6b40a3095203e5aab2 authored about 8 years ago
update docs address

f823d9391b3c458b51b5e687a7e95fcfc0b766f7 authored about 8 years ago
Update docs and dist & browser.

338cf707a5a830c36aab3110fbf6cc33db321c5c authored about 8 years ago