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brain.js

brain.js is a library of Neural Networks written in JavaScript.
Collective - Host: opensource - https://opencollective.com/brainjs - Code: https://github.com/BrainJS/brain.js

fix some porting errors

github.com/BrainJS/brain.js - b62dbb4fbf343a6aa4a225b06b2167edaedccb7c authored over 8 years ago by Robert Plummer <[email protected]>
Merge pull request #19 from AlibekJ/master

Another example to README

github.com/BrainJS/brain.js - 6254ca7111fcf07f6eadb18aad420744d10699f5 authored over 8 years ago by Robert Plummer <[email protected]>
button up pr, ready for merge

github.com/BrainJS/brain.js - 5b665aa9005223b9760ac197a355e808f62bb159 authored over 8 years ago by Robert Plummer <[email protected]>
start with the unit testing

github.com/BrainJS/brain.js - e24ba226c0137a8c6de4cad48353abe7cf5cee01 authored over 8 years ago by Robert Plummer <[email protected]>
another example

github.com/BrainJS/brain.js - bf106217f95103bcea7f25cdae52eb38e51c339b authored over 8 years ago by AlibekJ <[email protected]>
Another example

github.com/BrainJS/brain.js - 222d9412bbba43c5f59e0e2906ab4e678f7f3990 authored over 8 years ago by AlibekJ <[email protected]>
nearing POC

github.com/BrainJS/brain.js - 82763f85adb60341d3be6dcfb8d590f5c5d15eb9 authored over 8 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into recurrent

github.com/BrainJS/brain.js - 7bd8182b0b88d9b810d4f32e364f99d562322055 authored over 8 years ago by Robert Plummer <[email protected]>
Merge pull request #18 from harthur-org/17-browser

Closes #17

github.com/BrainJS/brain.js - 14d246424e9f9ef912585b77b664b8fffa552c41 authored over 8 years ago by Robert Plummer <[email protected]>
add missing use strict

github.com/BrainJS/brain.js - df4b38548fa7fb6a1d2e9448468f891fa0227703 authored over 8 years ago by Robert Plummer <[email protected]>
button up pr, ready for merge

github.com/BrainJS/brain.js - 48397218db08a73f6c78ecac687e152f1e2a56e8 authored over 8 years ago by Robert Plummer <[email protected]>
general documentation and follow suite with syntax

github.com/BrainJS/brain.js - 47ed16c8d0e523fc2b969c24d027ac7234f5c88b authored over 8 years ago by Robert Plummer <[email protected]>
cleanup of syntax, and bring cross validation online

github.com/BrainJS/brain.js - f9d059a5a171bc215fb830cf4f41aa40496b4931 authored over 8 years ago by Robert Plummer <[email protected]>
partial rollback

github.com/BrainJS/brain.js - 351b89a0e15e52675025c185c988f604f7c959ef authored over 8 years ago by Robert Plummer <[email protected]>
proof of concept, removing browserify, just for history

github.com/BrainJS/brain.js - 220f9dba6ade299151925cfc6529a85dc0c901df authored over 8 years ago by Robert Plummer <[email protected]>
browser back online with updated copywrite

remove dependency on underscore
rename neuralnetwork to neural-network to be consistent
put train...

github.com/BrainJS/brain.js - 8de61c296ab7c6fb7ea0d3181c2ed4baf8d10e98 authored over 8 years ago by Robert Plummer <[email protected]>
stepCache doesn't belong in defaults

github.com/BrainJS/brain.js - 8eeb8009ee5f5c0383d5f01ae3f3f8cc0f3a90fd authored over 8 years ago by Robert Plummer <[email protected]>
A bit further, merged solver and graph into rnn, which lstm extends for reuse

github.com/BrainJS/brain.js - e4477890f6f0dcf48e554e891aee79546c3510e8 authored over 8 years ago by Robert Plummer <[email protected]>
start on #16 using https://github.com/karpathy/recurrentjs as a basis to start from

github.com/BrainJS/brain.js - 8448f50c3723192f7213e121aab4dd20c8b99e94 authored over 8 years ago by Robert Plummer <[email protected]>
Merge pull request #15 from harthur-org/2-likely-method-to-singleton

Closes #2, move likely into a utility singleton

github.com/BrainJS/brain.js - d2cd6a4d6f6ebd60b1d01a5177efd3a284e04d32 authored over 8 years ago by Robert Plummer <[email protected]>
move likely into a utility singleton

correct spelling
add unit tests for a and b
update readme

github.com/BrainJS/brain.js - 1b92c81b0a5187712015d1eff7c941c50fce5a70 authored over 8 years ago by Robert Plummer <[email protected]>
Merge pull request #14 from harthur-org/13

fixes #13 by adding option keepNetworkIntact

github.com/BrainJS/brain.js - 15dcba8dc7e6afe3d1986375a841a33fc3029e29 authored over 8 years ago by Robert Plummer <[email protected]>
fixes #13 by adding option keepNetworkIntact

github.com/BrainJS/brain.js - d5fc67c7b93cc406adac84df34f116ddf4fbbc6a authored over 8 years ago by Robert Plummer <[email protected]>
Add bower location.

github.com/BrainJS/brain.js - 4389a60322d738cb679b6988a28c8332c50ebeba authored over 8 years ago by Robert Plummer <[email protected]>
Update bower to reflect new location

github.com/BrainJS/brain.js - 4f197f56c815122ab17698984038a20258a24814 authored over 8 years ago by Robert Plummer <[email protected]>
Merge pull request #6 from kurttheviking/packagename

update npm install name in README

github.com/BrainJS/brain.js - deef100c5c16f05298be02afccb6b2a1f75fef05 authored over 8 years ago by Robert Plummer <[email protected]>
com -> io

github.com/BrainJS/brain.js - 18e52bd6b315a21d9437dfac906e0056173dd888 authored over 8 years ago by Robert Plummer <[email protected]>
Again with the url

github.com/BrainJS/brain.js - 55371e1be1b8fabd9d351f1bb1d7dfa3d9f0e77d authored over 8 years ago by Robert Plummer <[email protected]>
Updated demo url

to reflect this repo's location

github.com/BrainJS/brain.js - a52d12e3b5cd9e4ccce118a63e526cab40735ea4 authored over 8 years ago by Robert Plummer <[email protected]>
Merge pull request #8 from pejrak/master

Dependency version bumps fixing issue #7 and #9

github.com/BrainJS/brain.js - fa25c9d694bea6c1df11a39b0649eace6ed93e9b authored over 8 years ago by Robert Plummer <[email protected]>
Updated readme to instruct on installing the cairo package

github.com/BrainJS/brain.js - f4a2e6202b1fd303efe8f4a55f35860a82bb5209 authored over 8 years ago by Peter Berezny <[email protected]>
Added assert and empty train options to pass tests, fixes #9

github.com/BrainJS/brain.js - ba4b3d4044b735d90a3d0bfabbd9e5b96d54ab22 authored over 8 years ago by Peter Berezny <[email protected]>
Bumped dependency versions to allow for canvas and browserify installations, fixing issue #7

github.com/BrainJS/brain.js - f0e22231509c340e89d7b339d75b105eafbc3f99 authored over 8 years ago by Peter Berezny <[email protected]>
update npm install name in README

github.com/BrainJS/brain.js - 4d804c386dbfb0603b8b96ae0eca26ebde72fe9a authored over 8 years ago by kurttheviking <[email protected]>
:rocket:

github.com/BrainJS/brain.js - 8445b01f0dac1da6d9b06d81c1fd63e4c8d35bee authored over 8 years ago by Ionică Bizău <[email protected]>
Fix typo

github.com/BrainJS/brain.js - f5467966e2408d8467bd354c2dc066b939c66e21 authored almost 9 years ago by Ionică Bizău <[email protected]>
Fix typo

github.com/BrainJS/brain.js - 5abb4297048b7943a27ac79f577b733f64600776 authored almost 9 years ago by Ionică Bizău <[email protected]>
Merge pull request #3 from harthur-org/docs

Clearly state this is not the original repository.

github.com/BrainJS/brain.js - e6336f1bedd00cae7ea258da675826ac288e494c authored almost 9 years ago by Ionică Bizău <[email protected]>
Clearly state this is not the original repository.

github.com/BrainJS/brain.js - d4199ed1a3ddc929ce5c772ccfe2bef18f841b40 authored almost 9 years ago by Ionică Bizău <[email protected]>
better syntax

github.com/BrainJS/brain.js - 25f0e96a39cf37f4af7ecc755d0d88dabfabe522 authored almost 9 years ago by Robert Plummer <[email protected]>
updated documentation to point to `likely` usage.

github.com/BrainJS/brain.js - bc984a9309e0e9c0014397426216afb8d0bed8fe authored almost 9 years ago by Robert Plummer <[email protected]>
add unit test for `likely` method

github.com/BrainJS/brain.js - d1eb2ed24fe8e8edecb6758f55cd36222c7487ae authored almost 9 years ago by Robert Plummer <[email protected]>
added likely method

github.com/BrainJS/brain.js - 388e5ea1840a0659156d560f3bb411acdf1ed535 authored almost 9 years ago by Robert Plummer <[email protected]>
Merge pull request #65 from mjkaufer/patch-1

Fixed typo in example code

github.com/BrainJS/brain.js - a7192c5527ffa13e9f75b0c12b2152124671585f authored over 9 years ago by Heather Arthur <[email protected]>
Merge pull request #66 from yoel-zeldes/logFunctionOption

Added support for passing a function as the log option instead of using console.log.

github.com/BrainJS/brain.js - 605604a3886a736d93407cad400ef401115707ee authored over 9 years ago by Heather Arthur <[email protected]>
Updated README.md with the new log option.

github.com/BrainJS/brain.js - b74a637f99f33155b1d58133b114db90d8a31893 authored over 9 years ago by yoel-zeldes <[email protected]>
Added support for passing a function as the log option instead of using console.log.

github.com/BrainJS/brain.js - df15a2d06621cbf12e77678e0f365ddb7a27dcc7 authored over 9 years ago by yoel-zeldes <[email protected]>
Fixed typo in example code

github.com/BrainJS/brain.js - dd06a97944dd83b018e462dbff5546be4d6fbd57 authored over 9 years ago by Matthew Kaufer <[email protected]>
add gitter chat badge to readme

github.com/BrainJS/brain.js - 1d810e7e078b00374568347a85d38c9fc35e2ee0 authored about 10 years ago by Heather Arthur <[email protected]>
Merge branch 'master' of github.com:harthur/brain

github.com/BrainJS/brain.js - 9e6cea3a8c27b0ad92eec9ab54a1759fb1eb81ab authored about 10 years ago by Heather Arthur <[email protected]>
add contributing file

github.com/BrainJS/brain.js - bff421fbc927126900fcac442e97e9f3dc0cf536 authored about 10 years ago by Heather Arthur <[email protected]>
Merge pull request #44 from fabianschwarzfritz/master

Grunt mocha

github.com/BrainJS/brain.js - e972b09bd3d80a3d3d36cc792258216ae114b5ba authored about 10 years ago by Heather Arthur <[email protected]>
Merge pull request #48 from nickpoorman/master

Make result an array if training output was an array for stream training

github.com/BrainJS/brain.js - 6b58dc24d151f7d57b9c370a7ace4a0f883907d6 authored over 10 years ago by Heather Arthur <[email protected]>
Merge pull request #45 from alexanderGugel/feat/test-script

Add test scripts

github.com/BrainJS/brain.js - 791170a1b4200eff1e8c5f6441518a8d12a64dad authored over 10 years ago by Heather Arthur <[email protected]>
output array when trained with array

github.com/BrainJS/brain.js - 7de0411765f5c071a8b9161af5b851b5c3c0f41b authored over 10 years ago by Nick Poorman <[email protected]>
Add test scripts

github.com/BrainJS/brain.js - 1e9961e6ede9dbfd1f45b901c1a78d8fd5884df8 authored over 10 years ago by Alexander Gugel <[email protected]>
Update readme with new grunt test task

github.com/BrainJS/brain.js - 24b28a63c7406c956a9c6e88d76bea2cc8b7264d authored over 10 years ago by Fabian Schwarz-Fritz <[email protected]>
Add mocha task for grunt

github.com/BrainJS/brain.js - 2c7f74506b8a86897d6e1150e3a41e2c4fade058 authored over 10 years ago by Fabian Schwarz-Fritz <[email protected]>
Added Bower JSON file.

github.com/BrainJS/brain.js - 93174cfc13c058539e1b64e790b7a3a73510f636 authored over 10 years ago by Levi Campbell <[email protected]>
clean up readme

github.com/BrainJS/brain.js - 8716f66b11af807fb3a2a938eda006b20ef9cb0e authored over 10 years ago by Heather Arthur <[email protected]>
version to v0.7.0

github.com/BrainJS/brain.js - d89aba0a95643313da0232bc56a0e02fbd4ba412 authored over 10 years ago by Heather Arthur <[email protected]>
add backwards compat for using learningRate as a NeuralNetwork option

github.com/BrainJS/brain.js - 2ed2b1169edf35dbdc7642a161553bc9ef3579ca authored over 10 years ago by Heather Arthur <[email protected]>
Make learningRate a training option instead of a network option.

(Fixes #39)

github.com/BrainJS/brain.js - 96c85d958980e10ef88a85c52d135157368277b9 authored over 10 years ago by Vikhyat Korrapati <[email protected]>
add simpler example of using a training stream

github.com/BrainJS/brain.js - a5f96de8bce0b7d327597441cd35c524f80c4f25 authored almost 11 years ago by Heather Arthur <[email protected]>
update browser file download url

github.com/BrainJS/brain.js - 2f5c734f86a700382a56d8cdc6cc080afe8ccca5 authored almost 11 years ago by Heather Arthur <[email protected]>
use grunt to build browser file

github.com/BrainJS/brain.js - 8ae67d5f13f4139e61c64649227e22b8539c1fba authored almost 11 years ago by Heather Arthur <[email protected]>
version to v0.6.3

github.com/BrainJS/brain.js - 912d9fec42c5dd451302739d1183200cbba2cb72 authored almost 11 years ago by Heather Arthur <[email protected]>
remove color contrast test and 'should', 'async' and 'cradle' test dependencies

github.com/BrainJS/brain.js - 6569f32f48315ee231faf48c1aa1848d2e428e6d authored almost 11 years ago by Heather Arthur <[email protected]>
Reduce size of main section headers in readme

github.com/BrainJS/brain.js - 5f46801ff7cd420acb5bb7689574b6d1350f9c89 authored about 11 years ago by Heather Arthur <[email protected]>
Merge pull request #32 from ryansmith94/patch-1

Created `.gitignore` file.

github.com/BrainJS/brain.js - 1f5173948a10a17d1bf8127b854b06a6a3b0d058 authored about 11 years ago by Heather Arthur <[email protected]>
Merge pull request #33 from jonmumm/patch-1

Fixed default errorThresh value in docs

github.com/BrainJS/brain.js - 57fa48fcc39945691856945ca414033f906ab634 authored about 11 years ago by Heather Arthur <[email protected]>
added stream training ability

github.com/BrainJS/brain.js - 6129907067513ffbf553ebd63c6be721a2b252a3 authored about 11 years ago by Nick Poorman <[email protected]>
Fixed default threshold in docs

Docs specify default errorThresh as .004 when in code it is .005

github.com/BrainJS/brain.js - 8c5295e5d9e3260085382bb4117d5137313a69cb authored over 11 years ago by Jonathan Mumm <[email protected]>
Created `.gitignore` file.

Closes #25
* Ignores the node_modules directory because it's not needed in the repository.
* I...

github.com/BrainJS/brain.js - 63d42d0877e4dee8f91eebfc2a57a89e4cbf2ef2 authored over 11 years ago by Ryan Smith <[email protected]>
Merge pull request #23 from josher19/master

Handle cloned neural networks with a zero "0" in the output

github.com/BrainJS/brain.js - 71c649c4c21762867706511853e54c19381d5bca authored almost 12 years ago by Heather Arthur <[email protected]>
Update json unit test

Will now use a "0" in input and output.

github.com/BrainJS/brain.js - ee0c41ecbf4b5edbf1d3635df53273617197f75e authored almost 12 years ago by Josh W <[email protected]>
inputLookup & outputLookup in to/fromJSON

Use boolean to indicate if inputLookup or outputLookup are necessary when saving to/fromJSON.

...

github.com/BrainJS/brain.js - c129ee4d4533190392ea0cd8d444c30feca200ec authored almost 12 years ago by josher19 <[email protected]>
input can be a Float64Array

github.com/BrainJS/brain.js - f30960194633c242e445c8357922234a232cb658 authored almost 12 years ago by Heather Arthur <[email protected]>
options.binaryThresh for threshold for binary classification

github.com/BrainJS/brain.js - 90928127eb3d1fc638e09a8418c514f83769f853 authored almost 12 years ago by Heather Arthur <[email protected]>
version to v0.6.1

github.com/BrainJS/brain.js - 8ba611b771d6186d2ff63405978b951c7b49cbb1 authored about 12 years ago by Heather Arthur <[email protected]>
get precision from raw cross-validation counts rather than averaging across sets

github.com/BrainJS/brain.js - 360ccd7dd6448af700c293159734289a094a5b02 authored about 12 years ago by Heather Arthur <[email protected]>
format toFunction() output a bit

github.com/BrainJS/brain.js - 5db0fe66cc22e8aabec29aef426d4fb3a3913057 authored about 12 years ago by Heather Arthur <[email protected]>
add network and indivdual set results to cross-validation stats

github.com/BrainJS/brain.js - 2c8f565ed81ed4aca02363e00d5c3206953c560a authored about 12 years ago by Heather Arthur <[email protected]>
Merge pull request #16 from node-migrator-bot/clean

Hi! I fixed some calls to "sys" for you!

github.com/BrainJS/brain.js - da73802c69f94ffd513eb61df67432809c39a387 authored over 12 years ago by Heather Arthur <[email protected]>
[fix] Changed require('sys') to require('util') for compatibility with node v0.8

github.com/BrainJS/brain.js - 77c958597e3ef0d205c4af31049302433bc2b36d authored over 12 years ago by Farrin Reid <[email protected]>
update links to demo in readme

github.com/BrainJS/brain.js - 9e3c1b954571b05965dacbcb3fc3fdedc7526b9a authored over 12 years ago by Heather Arthur <[email protected]>
version to v0.6.0

github.com/BrainJS/brain.js - 20114ae3844bbdbe4b1e5abb2fc38f50b940bfa4 authored over 12 years ago by Heather Arthur <[email protected]>
add callback option to train()

github.com/BrainJS/brain.js - d49e17eb00082ed9692fbf6d441d34fa5fde8779 authored over 12 years ago by Heather Arthur <[email protected]>
default hidden layer size to half size of input layer

github.com/BrainJS/brain.js - d37429efe0fd5a4df7cb3b1b11b394f3c1c3907c authored over 12 years ago by Heather Arthur <[email protected]>
default training error threshold to 0.005

github.com/BrainJS/brain.js - c1c5f3714d2f6d5f9e3be4310c5e766d6dfebe12 authored over 12 years ago by Heather Arthur <[email protected]>
options hash argument for train() with logging options

github.com/BrainJS/brain.js - 8fe346232640ac45fabc0cfc49505063c063711d authored over 12 years ago by Heather Arthur <[email protected]>
add binary classification statistics to test()

github.com/BrainJS/brain.js - ddcd982f7bc5ef0aed40f5ac3b06992d5dc91f9d authored over 12 years ago by Heather Arthur <[email protected]>
export crossValidate() correctly

github.com/BrainJS/brain.js - b4d9db4be02be1a19b4fc9a37265cfcde3651507 authored over 12 years ago by Heather Arthur <[email protected]>
rewrite neural network, use arrays internally and less objecty code

github.com/BrainJS/brain.js - cb0e283ca83d4366a657abe2ac8dc9330f4dba3e authored over 12 years ago by Heather Arthur <[email protected]>
add sections to readme for neural net options and training error

github.com/BrainJS/brain.js - f61e9f73e771f6b9ad53437c772a94c54c0c293b authored over 12 years ago by Heather Arthur <[email protected]>
add character recognition cross-validation test

github.com/BrainJS/brain.js - 8289cf340c8c9c1d7e5003e74931653f128e4ce3 authored over 12 years ago by Heather Arthur <[email protected]>
allow sparse output hashes when getting error

github.com/BrainJS/brain.js - edd0f4f260ec6f2ef48b3630673bc6010301b490 authored over 12 years ago by Heather Arthur <[email protected]>
add note about new location of Bayesian classifier

github.com/BrainJS/brain.js - 8c1f2734ec9086629f5dc2fb5a0117080423bf1f authored over 12 years ago by Heather Arthur <[email protected]>
clean up tests and convert to mocha

github.com/BrainJS/brain.js - 63c68c4127ad1079b839860f8eb60cba45bcb919 authored over 12 years ago by Heather Arthur <[email protected]>
remove Bayesian classifier

github.com/BrainJS/brain.js - 3b4557055459de42972f6f8d219d000d20974a98 authored over 12 years ago by Heather Arthur <[email protected]>