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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

feat: Upgrade GPU.js to v2.4.1

Also upgrade NeuralNetworkGPU and FeedForward to use newer GPU.js
Bump version number to alpha 10

github.com/BrainJS/brain.js - d0bad3d9d4729258fa36360cc3b22812a698fd7e authored about 5 years ago by Robert Plummer <[email protected]>
Merge pull request #493 from dbud/patch-1

Update README.md

github.com/BrainJS/brain.js - b694004229f9df38883b9a13f98ab820dc0d1f84 authored about 5 years ago by Robert Plummer <[email protected]>
Update README.md

Fix links to examples.

github.com/BrainJS/brain.js - 604f34c45ce9603edcb757031ef758386a362d63 authored about 5 years ago by d_bud <[email protected]>
Update package.json

github.com/BrainJS/brain.js - c85cc6a7fad3d79b259bfc9f3c5cf770d28e40da authored about 5 years ago by Muhammad Ubaid Raza <[email protected]>
fix https://github.com/BrainJS/brain.js/issues/473

github.com/BrainJS/brain.js - dcf63c01e614e60d514746dc3af0ac2f2b6de282 authored about 5 years ago by Muhammad Ubaid Raza <[email protected]>
fix: Add compare into dropout, and test

github.com/BrainJS/brain.js - 50def06aa246a3f2b8c3af91b6b5bba35f0748e6 authored about 5 years ago by Robert Plummer <[email protected]>
fix: Coverage for Add and remove duplicate code in favor of layer-size

Also fix usage of istanbulLinkerUtil in LSTM test

github.com/BrainJS/brain.js - 7b7bd2a0cfd7b312acce70d02bc0ee13f8bbeecd authored about 5 years ago by Robert Plummer <[email protected]>
feat: Jack into istanbul.js

So we get code coverage detail now with generated functions
Testing is at a respectable:
81.24% S...

github.com/BrainJS/brain.js - dfb8fe79c7187cb0a20d17eae412b58e9d7ddec7 authored about 5 years ago by Robert Plummer <[email protected]>
Merge remote-tracking branch 'origin/master'

github.com/BrainJS/brain.js - 6911e5aaef8f13ceab59c163d645a16443b94585 authored about 5 years ago by Robert Plummer <[email protected]>
fix: Upgrade GPU.js and fix end to end test paths

github.com/BrainJS/brain.js - 40be73497fd4bc73d596bfb5746f722d4c9581f3 authored about 5 years ago by Robert Plummer <[email protected]>
Merge pull request #462 from HeroicHitesh/patch-1

Correct Typo mistakes

github.com/BrainJS/brain.js - 017c00895dfeb4981fc22cf69ba1870db8754c89 authored about 5 years ago by Muhammad Ubaid Raza <[email protected]>
Update CONTRIBUTING.md

github.com/BrainJS/brain.js - 66bdbeb6a31a5662118979055b7e92946827cd22 authored about 5 years ago by HeroicHitesh <[email protected]>
Merge pull request #459 from kolay-v/master

Fixed link to likely util

github.com/BrainJS/brain.js - 36bb78b048b0b2ae375a4de96e76792e7e6d46e9 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Fixed link to likely util

github.com/BrainJS/brain.js - 4d174ee51bb079311b86307a4de69bf4fd0a308d authored over 5 years ago by kolay <[email protected]>
fix links, replace & with and to fix possible links

github.com/BrainJS/brain.js - 540834b6bc9f7d3ecb4c8e8756774e1d3975cde5 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
fix TOC links

github.com/BrainJS/brain.js - 6485e99c1d48a1dd5c5d8702e1397972e5f2a247 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
lint & instructions for installation/ building

github.com/BrainJS/brain.js - 140cae66923eb1ca5b561fdf8e0a53cd11fb03a1 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Update README.md

github.com/BrainJS/brain.js - e1841129f3408376f25220c09d5e3d0d2a88dcb5 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Update README.md

github.com/BrainJS/brain.js - 31f0307a979fdccdc77ee8c4f76415b529d87853 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Update README.md

github.com/BrainJS/brain.js - 7958cfb26a3e720ab871dfd3ca509702ff1739b1 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Merge pull request #338 from DanielMazurkiewicz/master

Appeal about W3C standardization process

github.com/BrainJS/brain.js - be3d68f5bdd6d3ac0c8a3012594d77eb39707097 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Merge pull request #450 from colus001/master

Fix wrong log callback type

github.com/BrainJS/brain.js - d29233677cc21b8b234a0bd52e0addb7b4a67ce6 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Fix test code

github.com/BrainJS/brain.js - 68723943e5d0d083b7eef64bf9d6883e04d0a7ab authored over 5 years ago by alma <[email protected]>
Add logTrainingStatus method to replace console.log

- Revert type definition

github.com/BrainJS/brain.js - d30ab64dfb0aa9ac37a410db9d199e42bf0f7199 authored over 5 years ago by alma <[email protected]>
Merge pull request #449 from geosp/fix/448_get_sizes_fix_to_svg

Fixes SVG generation

github.com/BrainJS/brain.js - bdc808a3f6f02c0070eddd8460b9a75f3b04c98a authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Merge pull request #456 from acagastya/patch-2

Add an example

github.com/BrainJS/brain.js - 63fedabede537343289c3e80676d71984c08fc51 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Add an example

Added example of predicting the tense of the sentence. Training error ~= 0.011

github.com/BrainJS/brain.js - 464a2dbdfdc44041cc27b2d59f663960bcfc3825 authored over 5 years ago by Agastya Chandrakant <[email protected]>
Fix wrong log callback type

github.com/BrainJS/brain.js - 279befba202558f1e7e18af30408880e13404e1a authored over 5 years ago by alma <[email protected]>
If all else fails check for sizes.

github.com/BrainJS/brain.js - dfbc96bb78c30eb91af07d7e98162229695cdfb6 authored over 5 years ago by Geovanny Fajardo <[email protected]>
Merge pull request #444 from oygen87/patch-1

fix broken link in readme

github.com/BrainJS/brain.js - 48ef1d2621c667e7eb20af129f12c81498a345e7 authored over 5 years ago by Robert Plummer <[email protected]>
Update README.md

fix broken link

github.com/BrainJS/brain.js - cdc2790f5df02e290e7e8b2e4ff1e2fefdb1ce94 authored over 5 years ago by Eugen Cazacu <[email protected]>
fix: Fix failing tests

github.com/BrainJS/brain.js - f348bfb2bf3a180229d5ab20a387ef827afebc52 authored over 5 years ago by Robert Plummer <[email protected]>
fix: End to end GPU test, only run it where it is supported

github.com/BrainJS/brain.js - 09fc433c0a57219a5e3facceccab535eb4605b8c authored over 5 years ago by Robert Plummer <[email protected]>
Merge pull request #443 from Berkmann18/ts

fix: Remove duplicated declaration

github.com/BrainJS/brain.js - f917c2fcc3f5dfbf4704814e47413ea564da7723 authored over 5 years ago by Robert Plummer <[email protected]>
Merge pull request #442 from Berkmann18/doc

fix: Typo correction in CONTRIBUTING.md

github.com/BrainJS/brain.js - 538932fb3b2060fa198db2de117de48c637bd281 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
fix: Typo correction in CONTRIBUTING.md

github.com/BrainJS/brain.js - b43632af9a58994c676f34d112f3fc030c976459 authored over 5 years ago by Berkmann18 <[email protected]>
fix: Remove duplicated declaration

github.com/BrainJS/brain.js - 8c0324f7f735a8445c456b3e5abb82340c4dc7b3 authored over 5 years ago by Berkmann18 <[email protected]>
fix: #411 add `RNNTimeStep.runObjects`, and unit test

fix: bump version and build

github.com/BrainJS/brain.js - 28760576d687dec7b4acc97d07439290782e08ce authored over 5 years ago by Robert Plummer <[email protected]>
feat: improve performance on `NeuralNetwork` by early lookups

saw nearly 10% improvement in speed in debugging #434

github.com/BrainJS/brain.js - 2d395a8b300d7d8aafc3758cb8371ea017075aa6 authored over 5 years ago by Robert Plummer <[email protected]>
fix: remove unneeded `size` property

github.com/BrainJS/brain.js - 8df7fdd3432e320ce77fd0408c1731ac682cc16a authored over 5 years ago by Robert Plummer <[email protected]>
fix: #418 missing decayRate, inputRange, learningRate on IRNNDefaultOptions

github.com/BrainJS/brain.js - 81e97e47988b70902aa0114781618e03155ea8f4 authored over 5 years ago by Robert Plummer <[email protected]>
fix: bump version to alpha 7, and build

github.com/BrainJS/brain.js - 92a2ada834722e230caf524936fe24a8c3c9d614 authored over 5 years ago by Robert Plummer <[email protected]>
fix: `RNN.toFunction()` logic for finding previous state matrix

fix: Limit iterations for LSTM and GRU, no need to run so long

github.com/BrainJS/brain.js - 01c8c2220739efe3fc74c6e49a3a846bb38c8d07 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Add call to `dataFormatter.addUnrecognized()` when using tokens

fix: Remove unneeded .sort() call
fix: Unit test `RNN.setupData()`
fix: Cleanup `RNN` unit tests

github.com/BrainJS/brain.js - e696f0e4cb6f986d218118c6a1fd4e5f8df3c487 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Audit package-lock.json

github.com/BrainJS/brain.js - 0de33319275d99c39d114e866ea2644e0a148572 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Recurrent end to end test and bundle

github.com/BrainJS/brain.js - 49bb1c9006eb0fc12c4d9f658ae14fa1b13a0b50 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Upgrade to hiddenLayerSets and Float32Array

github.com/BrainJS/brain.js - 9eae328f5f47c473fb4aa267ba47976f3ccc5bbc authored over 5 years ago by Robert Plummer <[email protected]>
fix: Remove unneeded `this.model.input` declaration

github.com/BrainJS/brain.js - d49db561f603d4b79958cd374dc0695caec21cd0 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Use null when not defining a dimension, otherwise behaviour would be to use an actual 3d array

fix: `// TODO: Fix this test`
fix: Throw when target layer is used with depth greater than 0

github.com/BrainJS/brain.js - 163132340d3e19c87e80597fb23f2259b1c71ab5 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Add TODO, reference issue

github.com/BrainJS/brain.js - 98e7e37bbe1d570bd0da6ded96c11d1a9429613b authored over 5 years ago by Robert Plummer <[email protected]>
fix: #435, parenthesis or, to prevent statement leak

github.com/BrainJS/brain.js - 07528c7621019c0bdc6fe9e9c21740f67632e417 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Measuring NeuralNetwork against NeuralNetworkGPU

fix: sinon to jest upgrades
fix: Skip toFunction, it may never be implemented in that class
fix: ...

github.com/BrainJS/brain.js - 0fcd86bec1761a1e91cd8c0e4a13ec449623d089 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Ensure sizes are set for toSVG and json

github.com/BrainJS/brain.js - 259001b26a3df2f5d44edd92c01328acea9779a0 authored over 5 years ago by Robert Plummer <[email protected]>
feat: Get toSVG to work with all network types

fix: Test toSVG to %100 for lines
fix: Cleanup rendering-svg.html for more consistent
fix: Rework...

github.com/BrainJS/brain.js - 47a6a22a589dac34646e33c6776b67ca895de370 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Correct `RNN.getModel` and `RNN.getEquation`, static and tested

github.com/BrainJS/brain.js - 315a07315b13dec8f5fa2988e1358cac543bdfe6 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Handle partial objects as inputs in `NeuralNetwork.toFunction` output

github.com/BrainJS/brain.js - b74cec82d8f9f4de6856a25c907a569e8c70202f authored over 5 years ago by Robert Plummer <[email protected]>
Merge branch 'master' of github.com:BrainJS/brain.js

github.com/BrainJS/brain.js - b48abf7c991d2f2a4cc9fd3612ae9067b64f5379 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Bump version number and build dist

feat: Add parcel-plugin-bundle-visualiser to visualize dist
fix: Remove lingering docs folder

github.com/BrainJS/brain.js - 97b23d1e924a051a7bd4dff0d8a03cfabb0c3225 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Add unit test for `brain.recurrent.RNN()` when using json

github.com/BrainJS/brain.js - 37aa6393bac26ae955c5746688a780c2f1fa2ff9 authored over 5 years ago by Brent Lewis <[email protected]>
fix: RNNTimeStep config for training with XOR, so it learns, and extra tests

fix: add `TestUtils.expectFunction` for testing with functions that have had code coverage js inj...

github.com/BrainJS/brain.js - 6c01e36071918149c23f2adf528c22c9e9b23d4f authored over 5 years ago by Robert Plummer <[email protected]>
fix: 100% coverage on unit tests of ArthurDeviationBiases

fix: 100% coverage on unit tests of ArthurDeviationWeights

github.com/BrainJS/brain.js - 94e71d1fe24e4640fb16bfb15cf93700c641d55b authored over 5 years ago by Robert Plummer <[email protected]>
fix: `LeakyRelu` layer to have 100% code coverage

Also, come up with strategy for 100% code coverage for other layers that doesn't explode when the...

github.com/BrainJS/brain.js - 7a98d68a12a8b653007c1974529ee0ad29a01a8d authored over 5 years ago by Robert Plummer <[email protected]>
fix: `FeedForward._adjustWeights` to `FeedForward.adjustWeights` tests

github.com/BrainJS/brain.js - 7004feb486ec7510e51ea04512d8c635f6cfd0fd authored over 5 years ago by Robert Plummer <[email protected]>
fix: `Recurrent._adjustWeights` to `Recurrent.adjustWeights`

github.com/BrainJS/brain.js - dd83e72c4a5d465b7c2ce2c4f90d36d1f21148c6 authored over 5 years ago by Robert Plummer <[email protected]>
fix: `Recurrent._adjustWeights` to `Recurrent.adjustWeights` tests

github.com/BrainJS/brain.js - 401fbab06d835283a3823a132a9c1ace5188f425 authored over 5 years ago by Robert Plummer <[email protected]>
fix: `Recurrent._adjustWeights` to `Recurrent.adjustWeights`

github.com/BrainJS/brain.js - efe136a25af9c4f728c972631950c31e6d77b637 authored over 5 years ago by Robert Plummer <[email protected]>
specify minified version for browsers

github.com/BrainJS/brain.js - b514c5ddc4b1150b19b12b66d6156b3a4f81f82b authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
added docs

github.com/BrainJS/brain.js - c9180c090b7db1f79a7a8f72aa02ee8491b38049 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
remove docs from master

github.com/BrainJS/brain.js - 53874234e87a9cbb7c41627fef98702a23c0c791 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Merge branch 'master' of github.com:BrainJS/brain.js

github.com/BrainJS/brain.js - a1779fdd9e56758f6eb71f8c1866e95ee7b17fc7 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Add layerTypes, and start to group specific functionality in Activation layer

fix: Test ArthurDeviationWeights praxis, end to end and unit
fix: Add 2d and 3d handling for Leak...

github.com/BrainJS/brain.js - 9bd1bc52701ad3dd9dd16dbb447ddd81f69e5eab authored over 5 years ago by Robert Plummer <[email protected]>
fix: Test tanh layer to 100% code coverage

fix: Add 3d handling in tanh layer
fix: Move shave test utility from tanh layer test to test-util...

github.com/BrainJS/brain.js - 68de76792f42ae93005222edcd705f6992a7fdc0 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Broken tanh layer

github.com/BrainJS/brain.js - 4d2063b06aa6f3585d102f870a93abe947ca7777 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Add tanh test

fix: Add activation test

github.com/BrainJS/brain.js - 86ab2d795ee97926e31a782f7f460adf7023ce6c authored over 5 years ago by Robert Plummer <[email protected]>
fix: Add sigmoid coverage

github.com/BrainJS/brain.js - 1ac059935d467e05c63d84e0d22b7d01822f0188 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Add unit tests for relu

fix: Remove extra test in leaky-relu

github.com/BrainJS/brain.js - 5a69263d01ddc430c18fe9f921110834645fd8b9 authored over 5 years ago by Robert Plummer <[email protected]>
Merge pull request #433 from FinlayDaG33k/patch-1

Update README.md

github.com/BrainJS/brain.js - 75b9f4f578981c3ce79cc8803f0b3351a95db058 authored over 5 years ago by Robert Plummer <[email protected]>
Update README.md

Document my issue in #432 so new users won't run into it.

github.com/BrainJS/brain.js - b77816478c753259a34a9cca27c8e599f8c4bb62 authored over 5 years ago by Aroop 'FinlayDaG33k' Roelofs <[email protected]>
fix: Add unit tests for src/activation/leaky-relu.js

github.com/BrainJS/brain.js - 3e03263cecff816e501fcb6cdc17f29724678eb6 authored over 5 years ago by Robert Plummer <[email protected]>
fix: Merge and upgrade master into develop

for prepping master to receive develop soon

github.com/BrainJS/brain.js - 8599fd7919a4bca9f47451d9bfbe1744d3e99bb8 authored over 5 years ago by Robert Plummer <[email protected]>
fix: bump release number

github.com/BrainJS/brain.js - 414ff83161c1d6f08c6253b47b6b48c8501cb78d authored over 5 years ago by Robert Plummer <[email protected]>
Fix script path for nodejs install

Fix nodejs install

github.com/BrainJS/brain.js - eb53e9374e6bccf142caa00937d6b4e84e45efd7 authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
fix: Build dist files

github.com/BrainJS/brain.js - cf0405a4eec491f0b1e7dd075fe28b0ada13e314 authored over 5 years ago by Robert Plummer <[email protected]>
feat: Upgrade GPU.js to latest, cleanup branch, and get unit tests working

feat: Add `praxisOpts` on layer
fix: layer and praxis inheritance issues
fix: Remove babel, no lo...

github.com/BrainJS/brain.js - 502546dd00bb0d6f485f2ad351e20a0360de26d7 authored over 5 years ago by Robert Plummer <[email protected]>
Merge pull request #402 from geokontop/master

resolves svg issue 384

github.com/BrainJS/brain.js - cdab1481bdbfef65c596a12068d72022b1f3c41a authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
Merge pull request #428 from m-ahmadi/master

corrected a typo in readme.md

github.com/BrainJS/brain.js - 9bdf3f3d27bf02a27255b984703ba545c152c7ec authored over 5 years ago by Robert Plummer <[email protected]>
corrected a typo in readme.md

github.com/BrainJS/brain.js - b6a645ae5823f2e99093552a548e489867001061 authored over 5 years ago by m-ahmadi <[email protected]>
Merge pull request #415 from massaroni/commonjs-modules

commonjs modules, for nodejs compatibility

github.com/BrainJS/brain.js - 6985a9fa00656898bfb7d817c5ef2ca75c2700ab authored over 5 years ago by Muhammad Ubaid Raza <[email protected]>
refactoring the remaining unit tests, as per the new coding convention, to use commonjs modules for nodejs compatibility

github.com/BrainJS/brain.js - 0a0336c3ab77836d7916581d8d029cf7fc7ec9df authored over 5 years ago by Kevin Massaroni <[email protected]>
favoring destructuring assignments for module imports, as per the coding conventions in this project

github.com/BrainJS/brain.js - b04430df479028751b919c4ce8e6c0cdadb870e7 authored over 5 years ago by Kevin Massaroni <[email protected]>
refactoring all these es6 modules to commonjs modules, for nodejs compatibility

github.com/BrainJS/brain.js - f443b3c685add78b2782ae57fde1ac0e128e0495 authored over 5 years ago by Kevin Massaroni <[email protected]>
this is not a test

github.com/BrainJS/brain.js - e27f7e6e49d642b465f79027e311eb5e77d50e0b authored over 5 years ago by Kevin Massaroni <[email protected]>
feat: Upgrade to latest GPU.js v2 rc17

github.com/BrainJS/brain.js - 8a0931662b073e1f209a0f051ad7148312f6dac6 authored over 5 years ago by Robert Plummer <[email protected]>
resolves issue 384

github.com/BrainJS/brain.js - 3dd90498040d965641981a41c9bf234430da0ba6 authored over 5 years ago by geokontop <[email protected]>
fix: Build

github.com/BrainJS/brain.js - c21616e7dc3cb7a5bdd2adfde1dc70cf45defd2d authored over 5 years ago by Robert Plummer <[email protected]>
fix: Bump gpu.js to newest

github.com/BrainJS/brain.js - f02fef98223ac0ea025f6673c5798b2cfa8e7daf authored over 5 years ago by Robert Plummer <[email protected]>
fix: Upgrade some older dependencies.

fix: bundle scripts to use `dist` directory

github.com/BrainJS/brain.js - 9e473636ce13767c6aac53234302a165ff52d0e8 authored over 5 years ago by Robert Plummer <[email protected]>
Merge pull request #373 from acagastya/patch-1

Adding example for LSTM with multiple output

github.com/BrainJS/brain.js - ab09bfc74a0d29d4731dcbdebfa17aeba7f7b1ef authored almost 6 years ago by Muhammad Ubaid Raza <[email protected]>
Merge pull request #374 from ken0x0a/master

Add comment to interface for convenience.

github.com/BrainJS/brain.js - 4d449318259ebb23914353bbd827e121a8b951bb authored almost 6 years ago by Robert Plummer <[email protected]>
index.d.ts -- add comment to interface

github.com/BrainJS/brain.js - 367f9370dd45badab73f278749830f681ebf6bcb authored almost 6 years ago by Ken <[email protected]>