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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

toExpression fixes, and becomes toFunction

github.com/BrainJS/brain.js - 659ded832d06a39a2d3733ee08a718c860308967 authored about 8 years ago by Robert Plummer <[email protected]>
Merge pull request #56 from braindy/master

toExpresseion() method added

github.com/BrainJS/brain.js - 18fa3e3d3b4735ee1527b46a93b912ab6945d609 authored about 8 years ago by Robert Plummer <[email protected]>
toExpresseion() method added

This method converts net to mathematical expression and wraps it to a
function.

github.com/BrainJS/brain.js - 97f8a2693fcd9cc6ee04339641d11bf2fed2b7bb authored about 8 years ago by braindy <[email protected]>
Merge pull request #48 from harthur-org/rnn-train-pattern

Rnn `train` simplification

github.com/BrainJS/brain.js - e1889bf808c158db16e456837b8cb1752b43f676 authored about 8 years ago by Robert Plummer <[email protected]>
refine based off feedback

github.com/BrainJS/brain.js - 64c17a6500d07e1126e3baa94df7dc8dc2db184d authored about 8 years ago by Robert Plummer <[email protected]>
update dist and browser

github.com/BrainJS/brain.js - eb8c2fad7149db1a9a28349a0b16d09473fea090 authored about 8 years ago by Robert Plummer <[email protected]>
remove old command that doesn't do anything

github.com/BrainJS/brain.js - dbaa4ed9feb6e49e21a0ad2c4aaab124a45a91b9 authored about 8 years ago by Robert Plummer <[email protected]>
move ditto tests into real test

github.com/BrainJS/brain.js - 7bb8431a26c89e0df270601df695083c6991a217 authored about 8 years ago by Robert Plummer <[email protected]>
refine tests

github.com/BrainJS/brain.js - e57e4eb7afc07e0d773ae7aef72b657b99b1ae7a authored about 8 years ago by Robert Plummer <[email protected]>
some fixes to make `run` more stable, grammar fixes, and better vocab support

github.com/BrainJS/brain.js - 842e1e772d864e2bf8e3023c1deb2afbbf9d3328 authored about 8 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into rnn-train-pattern

github.com/BrainJS/brain.js - d6314964eb1716ca5ebd08163598154403c33928 authored about 8 years ago by Robert Plummer <[email protected]>
documentation, and run fix, iterate over all previous inputs, not just the most recent

github.com/BrainJS/brain.js - a590cdf46b31fdb434aad59f64ff17ed19b2bceb authored about 8 years ago by Robert Plummer <[email protected]>
More work getting data conversion implemented

github.com/BrainJS/brain.js - 8d884c12684a8eaaa06dc1d228d04190bea89696 authored about 8 years ago by Robert Plummer <[email protected]>
Merge pull request #45 from pinqy520/master

fix export error

github.com/BrainJS/brain.js - 64362361ba493b7f8601a6da67a979d6731fcd85 authored about 8 years ago by Robert Plummer <[email protected]>
fix export error

github.com/BrainJS/brain.js - 6f9f2f3bd33063ebf9911be5762456ba39ee23b8 authored about 8 years ago by 黄祺 <[email protected]>
Merge pull request #44 from bjrnt/patch-2

Fix broken link in README

github.com/BrainJS/brain.js - b5fb9d744a9714fefec2647fcbe22df166d12433 authored about 8 years ago by Robert Plummer <[email protected]>
Fix broken link

github.com/BrainJS/brain.js - 1309e7c0b44176f9649e4fd3e91adfd0b9d0d021 authored about 8 years ago by Björn Tegelund <[email protected]>
Merge pull request #43 from kkirsche/patch-1

Remove moot version parameter

github.com/BrainJS/brain.js - 543047c2ab4f3222a04b29d920c53ac95baccf0f authored about 8 years ago by Robert Plummer <[email protected]>
Remove moot version parameter

github.com/BrainJS/brain.js - e0800233d0d0b71d0c233cee02cdb1829d4f8820 authored about 8 years ago by Kevin Kirsche <[email protected]>
Merge pull request #42 from bjrnt/patch-2

Update README.md

github.com/BrainJS/brain.js - 739aa2f5216132488ac9b4d4f61394df59683e84 authored about 8 years ago by Robert Plummer <[email protected]>
Update README.md

Fixed a typo and wording error.

@robertleeplummerjr Reopening the PR here as requested. :)

github.com/BrainJS/brain.js - 11472479c0c60c16ec07364d39689a174f95a882 authored about 8 years ago by Björn Tegelund <[email protected]>
simplify settings inputSize, inputRange, outputSize

github.com/BrainJS/brain.js - 2b3fb9068c714b8298a962e098dd701d14fb0b51 authored about 8 years ago by Robert Plummer <[email protected]>
cleanup for separated

github.com/BrainJS/brain.js - fedaa3484205f6390553b4e3dd0d74d1ccd29573 authored about 8 years ago by Robert Plummer <[email protected]>
trainPattern working for input and output, not sure if we want to tweak

github.com/BrainJS/brain.js - 0fb99837189d76af20f9c2727a587ed165e554a5 authored about 8 years ago by Robert Plummer <[email protected]>
just some initial groundwork, doesn't yet work

github.com/BrainJS/brain.js - 08880f9bf07a0cba34fcec5bfa764a53cd801749 authored about 8 years ago by Robert Plummer <[email protected]>
build

github.com/BrainJS/brain.js - 7bea445d78969d1c19fd7710c9b528f4f2e25f91 authored about 8 years ago by Robert Plummer <[email protected]>
simplify rnn tests, and add json tests to lstm and gru

github.com/BrainJS/brain.js - d7508dd706d82a1d864cb74ae52fa4df6070a486 authored about 8 years ago by Robert Plummer <[email protected]>
call done for tests taking too long

github.com/BrainJS/brain.js - a75434730086a2b0ed534062ed2a7a37d8688219 authored about 8 years ago by Robert Plummer <[email protected]>
ensure outputMatrixIndex is set when fromJSON is called

github.com/BrainJS/brain.js - 981c5519e5b23a6dde8f0982beef335e700dcea3 authored about 8 years ago by Robert Plummer <[email protected]>
build

github.com/BrainJS/brain.js - 04a1453287d882f26f0c2cf20077b0a0a205b4a2 authored about 8 years ago by Robert Plummer <[email protected]>
make vocab a bit more strict

github.com/BrainJS/brain.js - bf9e1ef9eae8c3c0618d03c1e4d1cd8806a520df authored about 8 years ago by Robert Plummer <[email protected]>
Merge branch 'recurrent'

github.com/BrainJS/brain.js - 30e8fd028ddc6fffbbdd1d75ee6a826e00875c87 authored about 8 years ago by Robert Plummer <[email protected]>
update build

github.com/BrainJS/brain.js - 94e17fae29f9a88ea364387a98ee7443777e3e4a authored about 8 years ago by Robert Plummer <[email protected]>
Merge branch 'recurrent'

github.com/BrainJS/brain.js - c0b964472c6e9d3872921bda12232a3cae70d159 authored about 8 years ago by Robert Plummer <[email protected]>
improvements to make rnn similar to the regular feedforward net.

github.com/BrainJS/brain.js - a7e7b65f8e8bc9632f7f53aa2e7fe13b7681db2c authored about 8 years ago by Robert Plummer <[email protected]>
Merge pull request #29 from harthur-org/recurrent

Recurrent neural network additions (rnn, lstm, and gru)

github.com/BrainJS/brain.js - 1a18515974644e9fa5b8d30339957a634108d06b authored about 8 years ago by Robert Plummer <[email protected]>
build for dist and browser

github.com/BrainJS/brain.js - 01273f4d95405c2a01460a16396568171b27dae4 authored about 8 years ago by Robert Plummer <[email protected]>
up training sessions

github.com/BrainJS/brain.js - 7647914639133e7013a5fe42fdd51bad80195c28 authored about 8 years ago by Robert Plummer <[email protected]>
toFunction tests

github.com/BrainJS/brain.js - d2a4283879b638a210032a1797381e429b9cd829 authored about 8 years ago by Robert Plummer <[email protected]>
toFunction, working in rnn

github.com/BrainJS/brain.js - d972d6feecf92f3d420e518482231e4553258340 authored about 8 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into recurrent

github.com/BrainJS/brain.js - da8daa7b3923667a62d7b51f5f4fba9009d43457 authored about 8 years ago by Robert Plummer <[email protected]>
move result so that it may be extended like input/output

github.com/BrainJS/brain.js - f88ed7603a17788f40f6bd063f872c5590c97d9d authored about 8 years ago by Robert Plummer <[email protected]>
added printable characters to vocab

github.com/BrainJS/brain.js - 9cb8b3f8a256365c83708ee585fc723ed8aeba32 authored about 8 years ago by Robert Plummer <[email protected]>
fat arrow functions, tweak rnn tests so they aren't so fragile

github.com/BrainJS/brain.js - 4b960781d963bae37af11be44613f04950969f4a authored about 8 years ago by Robert Plummer <[email protected]>
gru tests and fat arrow functions

github.com/BrainJS/brain.js - 438dbc9dac59a892972de58d618a053e952cdb37 authored about 8 years ago by Robert Plummer <[email protected]>
remove comment

github.com/BrainJS/brain.js - 7818f4514f2dc54b6bfeece5cb37e9a60d8e7344 authored about 8 years ago by Robert Plummer <[email protected]>
tests

github.com/BrainJS/brain.js - c17f606efb54120a63c6898dc8533780c6ca6b80 authored about 8 years ago by Robert Plummer <[email protected]>
syntax

github.com/BrainJS/brain.js - 6f31698aad87c5a6bc07a02e9cf89d63abb950b6 authored about 8 years ago by Robert Plummer <[email protected]>
fully working rnn, lstm, and gru

github.com/BrainJS/brain.js - d9dc97746ffbc1d2071b82bcb7877880350da769 authored about 8 years ago by Robert Plummer <[email protected]>
added perplexity test, and looks like prediction is what is failing

github.com/BrainJS/brain.js - adc2f21f4ea847d2798156d0d81f98453cb91b8c authored about 8 years ago by Robert Plummer <[email protected]>
Fix the dist path

github.com/BrainJS/brain.js - 4efef3e165fbfa5aa348faf61b631eef1e2af466 authored about 8 years ago by Ionică Bizău <[email protected]>
found that recursion was not being set in transition, discovered that it was attempting to be set in the wrong order, by moving it to result, it acts more like the actual network it is modeled after, push, not pull.

github.com/BrainJS/brain.js - 64930cea384a4d5b2e8dd48d1d5b81c92d7fa0f9 authored about 8 years ago by Robert Plummer <[email protected]>
got the exploding weights issue solved, now the network seems to not learn very fast

github.com/BrainJS/brain.js - 29fb5b63c258d86730b1f7fdd35247bbb60a0b8f authored about 8 years ago by Robert Plummer <[email protected]>
more organization and refactoring

github.com/BrainJS/brain.js - 2ba84c01f5908caadf6dbc988dbfd24afcf1cb62 authored about 8 years ago by Robert Plummer <[email protected]>
fixes, eureka moments, and code

github.com/BrainJS/brain.js - 84f0ea7d79ca7d238093f40e12c1e8b2bf9b821a authored about 8 years ago by Robert Plummer <[email protected]>
more refactoring found a few flaws with backpropagation

github.com/BrainJS/brain.js - 5027c1d7ceee11fdc2acb5b85e5f8f9463a891f1 authored over 8 years ago by Robert Plummer <[email protected]>
toFunction running, without prediction

github.com/BrainJS/brain.js - 427f54a16d4d7c5999299de704dd07d71863743c authored over 8 years ago by Robert Plummer <[email protected]>
second draft with toFunction

github.com/BrainJS/brain.js - dfeb84ac2f30bced1f20be89667bdd3e88f682b5 authored over 8 years ago by Robert Plummer <[email protected]>
first draft with toFunction

github.com/BrainJS/brain.js - 2bc0acdde6a4df1ff444be1c9993616458720d26 authored over 8 years ago by Robert Plummer <[email protected]>
not yet to version 6

github.com/BrainJS/brain.js - 82ff54bfa4c955c0b19bd3b75628092dc97a03aa authored over 8 years ago by Robert Plummer <[email protected]>
change version of npm

github.com/BrainJS/brain.js - 6a50da010b9d3ac9214b2db5f316c5aee8ac7223 authored over 8 years ago by Robert Plummer <[email protected]>
change version of npm

github.com/BrainJS/brain.js - c6b0f9e842a7ae8727838a69deee29658d53e9c3 authored over 8 years ago by Robert Plummer <[email protected]>
change version of npm

github.com/BrainJS/brain.js - a501ca8714ee0144453ea4cfc7b144e961e04f84 authored over 8 years ago by Robert Plummer <[email protected]>
experiment with travis

github.com/BrainJS/brain.js - 666f5fe316cb4cda24b39636fef8095d0a4fa2c9 authored over 8 years ago by Robert Plummer <[email protected]>
simplify make commands & browser building

add RRN, LSTM, and GRU to browser.js/browser.min.js

github.com/BrainJS/brain.js - 89fa76508dedcd2b09d8659af8d22549d32e2ae6 authored over 8 years ago by Robert Plummer <[email protected]>
cleanup

github.com/BrainJS/brain.js - 896fa9642ee4a13e1b1439f635efe4d994f218f3 authored over 8 years ago by Robert Plummer <[email protected]>
cleanup

github.com/BrainJS/brain.js - 57f32ed11fb139cfc97d83756b3e5587df1950f3 authored over 8 years ago by Robert Plummer <[email protected]>
working rnn, lstm, and gru

now on to helper methods

github.com/BrainJS/brain.js - 6e0d9a6d346ecbb9bd5192115b875875a53976c7 authored over 8 years ago by Robert Plummer <[email protected]>
cleanup, remove grunt, no need

github.com/BrainJS/brain.js - e60c64eacd99c5ff9a29040e4b6c014ee0b30d73 authored over 8 years ago by Robert Plummer <[email protected]>
upgrade to latest from npm, and get tests running for rnn and es6

github.com/BrainJS/brain.js - 0b0fee48af87b800af0f9bed860e2737c787cedc authored over 8 years ago by Robert Plummer <[email protected]>
closer to es6 recurrent

github.com/BrainJS/brain.js - e6c542d66b0adef4421861fd432669b589c1a554 authored over 8 years ago by Robert Plummer <[email protected]>
90% of the way there for es6 recurrent neural nets

github.com/BrainJS/brain.js - e881c9a8aed1f90d8392174f3cf9bb3d2dedd9d2 authored over 8 years ago by Robert Plummer <[email protected]>
getting ready for es6 for recurrent network

github.com/BrainJS/brain.js - 0f58971794fe6c54bc1f8e374bf8f3d6c877af60 authored over 8 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into recurrent

github.com/BrainJS/brain.js - ca1f7e574f2f155646b1359fa025656007e53c97 authored over 8 years ago by Robert Plummer <[email protected]>
Merge pull request #28 from harthur-org/es6-for-realz

es6, here we come

github.com/BrainJS/brain.js - ec2fb5c290ab95e1801d7f199eb1451a2b1034cc authored over 8 years ago by Robert Plummer <[email protected]>
button up grunt deploy

github.com/BrainJS/brain.js - 4e19490bb97f1d1b8fc511dd7e22cff4207dcbd9 authored over 8 years ago by Robert Plummer <[email protected]>
es6 fat arrows where could be used

github.com/BrainJS/brain.js - fc744b8b41ee6f764caacb9a33137c21c328c207 authored over 8 years ago by Robert Plummer <[email protected]>
es6, here we come

github.com/BrainJS/brain.js - 3843729dd0ae5cb8e6be21b6040c254a9fcf4e0b authored over 8 years ago by Robert Plummer <[email protected]>
partial code, mostly just getting ready for es6

github.com/BrainJS/brain.js - 7e42d7e02ba0037597f576f1e8f5745a77fefb03 authored over 8 years ago by Robert Plummer <[email protected]>
bring rnn/lstm/gru toJSON and fromJSON methods online and tested (for the most part)

github.com/BrainJS/brain.js - 1879e7de7167e1959ed758414e6fdc326e65cad3 authored over 8 years ago by Robert Plummer <[email protected]>
rename gru's matrixes for better clarification

github.com/BrainJS/brain.js - 79165a7d3f83ffb240a091b239fb0fb1a1c01ef5 authored over 8 years ago by Robert Plummer <[email protected]>
gru online

housekeeping

github.com/BrainJS/brain.js - 0709d928c7f8eed24db518a6998bf38cdec9385c authored over 8 years ago by Robert Plummer <[email protected]>
fully working lstm and rnn, though may need some tuning

gru is close
simplify equation so that following equations are inside the neural net, and not the...

github.com/BrainJS/brain.js - aeedec5a82354e18a936710c8138d7bbf62c8296 authored over 8 years ago by Robert Plummer <[email protected]>
now working with multi-depth states

github.com/BrainJS/brain.js - 957fab8947c1e34a832299a36ada2820c9917123 authored over 8 years ago by Robert Plummer <[email protected]>
recurrence now working, and infinite issue fixed

github.com/BrainJS/brain.js - ff0c22c9603457d8dff7ec5ef93f2a954ce2a27c authored over 8 years ago by Robert Plummer <[email protected]>
Fully running, problems still with exploding recurrence

github.com/BrainJS/brain.js - b1ba89ef4ea7eddf3b7e9c9c5ffb9d3e962327b1 authored over 8 years ago by Robert Plummer <[email protected]>
nearly working with new equation building technique

github.com/BrainJS/brain.js - dadfbcafa341d6175975a195819fa8f08568ec4c authored over 8 years ago by Robert Plummer <[email protected]>
ensure recurrent is tested, and log times of execution for fun

github.com/BrainJS/brain.js - 5b98029dd14e0941c331d566ba635d8e43633737 authored over 8 years ago by Robert Plummer <[email protected]>
start working on gru

github.com/BrainJS/brain.js - 3c4387e4332730fcc4cf5e2e37ce1fd044007341 authored over 8 years ago by Robert Plummer <[email protected]>
test lstm

github.com/BrainJS/brain.js - b3bfe8495b7b79c6ebedc48c2f0ad5bd7f954396 authored over 8 years ago by Robert Plummer <[email protected]>
join array output for consistency

github.com/BrainJS/brain.js - c1a49f3075d92e3b62c39015002fe3c707cac5ba authored over 8 years ago by Robert Plummer <[email protected]>
working rnn

added utility methods for going to and from a vocab or indexes

github.com/BrainJS/brain.js - 83102f023e766fc821d441a64b91d5fb48905ea7 authored over 8 years ago by Robert Plummer <[email protected]>
unnest

github.com/BrainJS/brain.js - d08e6f3af09b388283693cb9e40d0ed85b0a6948 authored over 8 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into recurrent

github.com/BrainJS/brain.js - 6bb3e8e7293b1bfe21309de6c38e7842c040d23a authored over 8 years ago by Robert Plummer <[email protected]>
added math, but really just toying

github.com/BrainJS/brain.js - 22694c444562f00679c0418e778bf0e1ea363215 authored over 8 years ago by Robert Plummer <[email protected]>
bring lstm network online

github.com/BrainJS/brain.js - 8235a65d016fc1015ad17a977849ddf97c9ecce3 authored over 8 years ago by Robert Plummer <[email protected]>
rnn seemingly working

github.com/BrainJS/brain.js - cdfd34840736080121b8fa36aea006bd6659980c authored over 8 years ago by Robert Plummer <[email protected]>
further with predict, finally

github.com/BrainJS/brain.js - 369eafa25a1ce1bbbc3f5ecd00924e512cd57ce7 authored over 8 years ago by Robert Plummer <[email protected]>
start putting together the phrase writer test

github.com/BrainJS/brain.js - e4492264666bfaf75e541a05ec25d9bd6554b9c2 authored over 8 years ago by Robert Plummer <[email protected]>
make terminology more english oriented

github.com/BrainJS/brain.js - eb8df13010df0d5e39097d7250aa35a088f1bd36 authored over 8 years ago by Robert Plummer <[email protected]>