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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

index.d.ts -- add comment to interface

github.com/BrainJS/brain.js - 8af398552d8d5aba70ff8d6df1ea1b2d63dfc9dc authored almost 6 years ago by Ken <[email protected]>
Adding example for LSTM with multiple output

github.com/BrainJS/brain.js - 893bcd088e015075d06781df71242da53914a8a9 authored almost 6 years ago by Agastya Chandrakant <[email protected]>
Merge pull request #349 from shama/fromJSON

fix: Ensure property is own when iterating over nodes object

github.com/BrainJS/brain.js - 8455336e274277f571b236d98732b9f0890f5e63 authored almost 6 years ago by Robert Plummer <[email protected]>
Merge pull request #355 from maxme/issue/354-fix-learn-math-examples

Fix #354: Update learn-math example to fix learning data and calculate error on test

github.com/BrainJS/brain.js - 6cec7a6f155dd203d93ce22f80bdf8970b4d6423 authored almost 6 years ago by Robert Plummer <[email protected]>
Update learn-math example to fix learning data and calculate error on test

github.com/BrainJS/brain.js - 71376c89c70c350a37c5ee2390d4f3e4d45057f3 authored almost 6 years ago by Maxime Biais <[email protected]>
Ensure property is own when iterating over nodes object

github.com/BrainJS/brain.js - ba8bec0a1881449ae6e6ed0dcf51533f791ec71e authored almost 6 years ago by Kyle Robinson Young <[email protected]>
modified W3C appeal

github.com/BrainJS/brain.js - fa2ebcabbdb50dbce3c0b71f602b768575a9b419 authored about 6 years ago by Daniel Mazurkiewicz <[email protected]>
modified W3C appeal

github.com/BrainJS/brain.js - 84332410866a3dd0f2384b10d5378cca946cb6b5 authored about 6 years ago by Daniel Mazurkiewicz <[email protected]>
modified W3C appeal

github.com/BrainJS/brain.js - fb477bfbf6012c0d788057ca5f4b342a93dc1cb2 authored about 6 years ago by Daniel Mazurkiewicz <[email protected]>
added W3C appeal to get involved in standardization process

github.com/BrainJS/brain.js - 28212898c2a136c90fa22db4cadaf8ab3d4f90c4 authored about 6 years ago by Daniel Mazurkiewicz <[email protected]>
Merge pull request #330 from Mujadded/small-fix-in-readme

Small error fix in readme svg section

github.com/BrainJS/brain.js - b1939421c02d4c6f5ed857576f353f28156683bd authored about 6 years ago by Muhammad Ubaid Raza <[email protected]>
Merge pull request #332 from keyten/patch-1

Fixed comma in code in the README

github.com/BrainJS/brain.js - cf08cdaa055f25042532818164bcea34e2871630 authored about 6 years ago by Muhammad Ubaid Raza <[email protected]>
Fixed comma in the README

github.com/BrainJS/brain.js - 42063708e35118ed321ddb1680dd8ce6003041e1 authored about 6 years ago by Dmitriy <[email protected]>
removed comma

github.com/BrainJS/brain.js - 8d2102a7e65b3da905ef6a4cb36bc850d1e729c1 authored about 6 years ago by Mujadded Al Rabbani Alif <[email protected]>
added space after comma

github.com/BrainJS/brain.js - 2c9066dfc9bc532f596bbe9760d22a1639c6ba60 authored about 6 years ago by Mujadded Al Rabbani Alif <[email protected]>
Small error fix in readme svg section

github.com/BrainJS/brain.js - f7eaa305494440aa2e4837bb6d44cc988f0d9041 authored about 6 years ago by Mujadded Al Rabbani Alif <[email protected]>
fix: Type

github.com/BrainJS/brain.js - 9ff1bd84852d2e914de58fc02b24025f1f779ecc authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #325 from BrainJS/scrimba-course-link

docs: Add a link to the free scrimba course

github.com/BrainJS/brain.js - 64f2b734417896ab7547cd997f95597d7b8417ca authored about 6 years ago by Robert Plummer <[email protected]>
docs: Add a link to the free scrimba course

github.com/BrainJS/brain.js - 359c8c14ebb5ca0d10c22683c6423c6cbe6c8aab authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #324 from ajthinking/patch-2

Fix broken link in readme

github.com/BrainJS/brain.js - dc7a4a2250e1e952a22e5f1fcd4339f3239f9e70 authored about 6 years ago by Robert Plummer <[email protected]>
Fix broken link in readme

github.com/BrainJS/brain.js - 260e0aaf98795d265da44de0e19371a2037ae7ad authored about 6 years ago by Anders Jürisoo <[email protected]>
Merge pull request #322 from BrainJS/321-value.target-fix

fix: Change `value.target` to `value.output` and add tests

github.com/BrainJS/brain.js - d91a39b4f3d0940467ba4a2bb1ef4629061b06de authored about 6 years ago by Robert Plummer <[email protected]>
fix: Change `value.target` to `value.output` and add tests

github.com/BrainJS/brain.js - 4ad760ff71756e329e5e33a48f5c91477880486c authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #319 from BrainJS/315-fix-json-activation

315 fix json activation

github.com/BrainJS/brain.js - 2e64dfe185dd3b467fc2177c3ec76b8ae00daa90 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Build

github.com/BrainJS/brain.js - 08ed83e9f4fe254aa708246739a81fc106e2f708 authored about 6 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into 315-fix-json-activation

github.com/BrainJS/brain.js - 94f0098c7a8e32db71dc3e774d0c026b7a1f07e9 authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #313 from geokontop/master

svg network rendering 2

github.com/BrainJS/brain.js - e68a37032b532704e6cf76b1fc60953aacef0667 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Add tests for each exact state of json and minor fixes

Also fixed a typo

fixes #315

github.com/BrainJS/brain.js - 71e19af0d60f28e21bf4b3400b2eec0bc44432a2 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Fix serialization from json and provide test

github.com/BrainJS/brain.js - 1d8c91bfebe6a28cc45ec6ea3f977e7179367079 authored about 6 years ago by Robert Plummer <[email protected]>
code review documentation

github.com/BrainJS/brain.js - 2343048158f29ec9a952e8bd39ffde1d966a1c07 authored about 6 years ago by geokontop <[email protected]>
code review documentation

github.com/BrainJS/brain.js - fc099f46af301d89c1de7be80b03d1036d99fec7 authored about 6 years ago by geokontop <[email protected]>
Merge pull request #311 from BrainJS/rnn-time-step-cross-validate

Rnn time step cross validate

github.com/BrainJS/brain.js - 8d6dd018d562ba706c2a92579ac5aab3c251900d authored about 6 years ago by Robert Plummer <[email protected]>
fix: Add more unit tests and fixes for consistency for CrossValidate

github.com/BrainJS/brain.js - 52d137ee39a5ba13ba8ce523ba00747495a23700 authored about 6 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into rnn-time-step-cross-validate

github.com/BrainJS/brain.js - 7489388f84dc09bd4eaf798ecc0bc9fb9a0247cb authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #312 from BrainJS/310-fix-gpu-to-json

fix: toJSON & toFunction for NeuralNetworkGPU class

github.com/BrainJS/brain.js - bee2042a49519094ac9ef01f56777436c3072abb authored about 6 years ago by Robert Plummer <[email protected]>
Merge branch '310-fix-gpu-to-json' into rnn-time-step-cross-validate

github.com/BrainJS/brain.js - 3b66cbc26cbf3725e589e98ba5637aa9ed5bb5cf authored about 6 years ago by Robert Plummer <[email protected]>
fix: Documentation for NeuralNetworkGPU

github.com/BrainJS/brain.js - 5614561c500ac15eb61ba2d90f689399e7c8df4c authored about 6 years ago by Robert Plummer <[email protected]>
fix: toJSON & toFunction for NeuralNetworkGPU class

fixes #310 and adds tests

github.com/BrainJS/brain.js - 5e4d0c9da1ef82ffab5bb4c6ef4280b9fb85c650 authored about 6 years ago by Robert Plummer <[email protected]>
fix: docs

github.com/BrainJS/brain.js - ef269fc8ab3469e07c3bb70c1870cec593185a54 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Bump and build

github.com/BrainJS/brain.js - 7700326c589314a5a0934a8f17affb5e85c8847f authored about 6 years ago by Robert Plummer <[email protected]>
feat: Refactorings for getting TrainStream working with RNNTimeStep

Tests

github.com/BrainJS/brain.js - d5ff75d45ca8186ec16b0ef465bf688b0879cad8 authored about 6 years ago by Robert Plummer <[email protected]>
fix: bump version and build

github.com/BrainJS/brain.js - 3f97bb89e405184776fb9eb32a2a3e2415dcab34 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Add remaining data type handling to `.test()` with tests

Add tests for `lookup.dataShape()`

github.com/BrainJS/brain.js - 3cdf6c414d3bcbd289cd0bf8181cedd1c21a484f authored about 6 years ago by Robert Plummer <[email protected]>
fix: Shelling out more of `.test()` w/ tests

github.com/BrainJS/brain.js - c7113b5efc2a2ff7351897f7ffe5a588aa2dea13 authored about 6 years ago by Robert Plummer <[email protected]>
feat: Auto inputSize/outputSize & RNNTimeStep w/ CrossValidate

github.com/BrainJS/brain.js - a2d2d89611e5cf518baba6107b875bf10746315c authored about 6 years ago by Robert Plummer <[email protected]>
fix: documentation for rnn.maxPredictionLength

github.com/BrainJS/brain.js - 4358b04c265a1165ed9a8cd1bc4291dc4061270e authored about 6 years ago by Robert Plummer <[email protected]>
fix: Documentation for json

github.com/BrainJS/brain.js - 78f369f4a624ded30e9b828950ad828c6fb83953 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Some fixes for TrainStream to test and fix formatter for use there

Also a fix for runOutput on NeuralNetwork cloning the array. This was a regression from 1.5.0.

github.com/BrainJS/brain.js - d6c75768a79a420ec0ba390331ec4a38c29b499a authored about 6 years ago by Robert Plummer <[email protected]>
fix: docs

github.com/BrainJS/brain.js - 74cb40f37e2eb29721316b88988411190d3124a5 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Links

github.com/BrainJS/brain.js - f46edb90981d28f739d90e7052b692f4595b4c38 authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #305 from BrainJS/rnn-time-step-inputs

Rnn time step input handling & forecast and GPU fallback mode fix

github.com/BrainJS/brain.js - 5275ca6702bf9de8fda11266564a807635229493 authored about 6 years ago by Robert Plummer <[email protected]>
fix: documentation and examples

github.com/BrainJS/brain.js - 41965bf5bfe20073e2be4aaef55daa5c2572f3d7 authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #304 from BrainJS/282-fix-gpu

fix: GPU and add official test for it

github.com/BrainJS/brain.js - 4d4208c31cc3cd374fcb2a8d6165a95f134aeb11 authored about 6 years ago by Robert Plummer <[email protected]>
fix: GPU and add official test for it

github.com/BrainJS/brain.js - a770fefae80afbe7f16b48e53b0b1c796bf8aacd authored about 6 years ago by Robert Plummer <[email protected]>
fix: rebuild after merge

github.com/BrainJS/brain.js - 0734989eeacce85211323db42f35317ef713ebc6 authored about 6 years ago by Robert Plummer <[email protected]>
Merge branch 'master' into rnn-time-step-inputs

github.com/BrainJS/brain.js - 7a97e13ade64ccf099547be9bb836c39c6550006 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Updating typescript declaration an and build

github.com/BrainJS/brain.js - e73452533d8d369d7c6052464f87aa23dbce455d authored about 6 years ago by Robert Plummer <[email protected]>
fix: Fixes for object input, json output, and toFunction

Beta likely next

github.com/BrainJS/brain.js - be6987577f1e32f7b0c3a81a5d5035d87edd7348 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Bump and build for alpha testing

github.com/BrainJS/brain.js - 7d0a7693ba69564d2fbda56d77d5f5ed262d9c59 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Better organize into casting and reuse for both RNNTimeStep and NeuralNetwork

github.com/BrainJS/brain.js - d56884fa8aedf420b3daf297bcddfb6fc0e9d584 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Implement data formatter and test, and migrate to it

simplify some tests

github.com/BrainJS/brain.js - f3592ae3e681993ce53976a5df2255415db25db2 authored about 6 years ago by Robert Plummer <[email protected]>
fix: More unit tests and fixes for general inputs and outputs

github.com/BrainJS/brain.js - 5f7e7f375f57aca00c283b92ea377bb10a1bdc33 authored about 6 years ago by Robert Plummer <[email protected]>
pref: change back to semi colons

github.com/BrainJS/brain.js - 6576e1012ffe4d5f184c2b76e0b86e71afb070b1 authored about 6 years ago by Robert Plummer <[email protected]>
feat: expose leakyReluAlpha

very small feature, large consequences

github.com/BrainJS/brain.js - d761e8a81071600ea2955da6ad5f56c7f6a60be4 authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #303 from mrorigo/leakyrelu-alpha

Leaky relu alpha option

github.com/BrainJS/brain.js - 565d600c88ac6868d220b5a25e57a69a138fbb1e authored about 6 years ago by Robert Plummer <[email protected]>
fix: More unit tests, and a forecast fix

github.com/BrainJS/brain.js - 8d004480648d5f28c605e60bd878c37cc2a62a6c authored about 6 years ago by Robert Plummer <[email protected]>
Added leakyReluAlpha in toFunction

github.com/BrainJS/brain.js - 7f48c0374ac5d49e6c72bda4edfef31105cb23d6 authored about 6 years ago by origo <[email protected]>
Added basic test for leakyReluAlpha option

github.com/BrainJS/brain.js - 3d1534fbc882f161e6cc34adaa21daaaad77a0ff authored about 6 years ago by origo <[email protected]>
Added leakyReluAlpha option

github.com/BrainJS/brain.js - 63f82093058dd59f16dee102e911be734fb0e62b authored about 6 years ago by origo <[email protected]>
fix: bump version and build

github.com/BrainJS/brain.js - 2ce1b1b19ad22f386c03389ab302f6a95ee0b481 authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #302 from felangel/bugfix-DataFormatter.fromJSON

Update DataFormatter.fromJSON to include specialIndexes

github.com/BrainJS/brain.js - 59c590e764810892096dd7298ddb83bbe06a9616 authored about 6 years ago by Robert Plummer <[email protected]>
Update DataFormatter.fromJSON to include specialIndexes

github.com/BrainJS/brain.js - 28c1503f0a017084b0f6adca1b9c353fc043b810 authored about 6 years ago by Felix Angelov <[email protected]>
fix: Refine tests, and remove unneeded promises

github.com/BrainJS/brain.js - 2d5876a4385c97d3228e8930dd9ac6fd1e7dd451 authored about 6 years ago by Robert Plummer <[email protected]>
feat: Add `forecast` to RNNTimeStep and better break up logic from RNN

feat: Reword the lookup helper for reuse inside RNNTimeStep
fix: Update tests

github.com/BrainJS/brain.js - f33559ce651469b1e85284c5f9a7eb6ff59ab783 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Better separate TimeStep from standard RNN

Correct some naming conventions to better illustrate what they do.
Fix some unit tests to be mor...

github.com/BrainJS/brain.js - 88ac45295ccb7e7ccf7b39dee75d049c97e32043 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Remove needless Object.assign

github.com/BrainJS/brain.js - 1ca9e5fb0ef215eb1185f3586d76039ac24a3d00 authored about 6 years ago by Robert Plummer <[email protected]>
feat: Add ability to process numbers, arrays, & objects

Some abstraction as well to keep things clean.
Added tests for LSTMTimeStep.

github.com/BrainJS/brain.js - 0800c6dd1a6374d8aca0f2335b79267a9430247c authored about 6 years ago by Robert Plummer <[email protected]>
fix: FullyConnected compareFilterDeltas 2d function

github.com/BrainJS/brain.js - 3cc834fb90fcce74d1569cd69f05637a281e227d authored about 6 years ago by Robert Plummer <[email protected]>
fix: Performance 25% or so faster in chrome/v8 for mse

github.com/BrainJS/brain.js - 450110b699dfc7551423f28077b5c4cbe8604119 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Include index.js in build (oops!)

github.com/BrainJS/brain.js - 3e8c6caad884e539b1161e5c61a4667d10992906 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Weight loss.

github.com/BrainJS/brain.js - 3a4d98ef401cf893828db65b3f15df8575093700 authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #295 from BrainJS/294-hidden-size-fix

fix: Resolve issue with different size hidden layers for recurrent ne…

github.com/BrainJS/brain.js - 0f98db981f066132f73d75778b170860fe2201c9 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Resolve issue with different size hidden layers for recurrent neural networks

Fixes https://github.com/BrainJS/brain.js/issues/294

github.com/BrainJS/brain.js - 772eb8c9be8b925d7894d025d7c3d183259ff319 authored about 6 years ago by Robert Plummer <[email protected]>
Merge pull request #293 from BrainJS/a-few-fixes

A few fixes

github.com/BrainJS/brain.js - 71864ac83d687c8bbec3ddba744775d51840e7cc authored about 6 years ago by Robert Plummer <[email protected]>
fix: specialIndexes length management for output from run

Created some backward compatibility for hiddenSizes

github.com/BrainJS/brain.js - 76435ee5d57ef037657b4ab66c6d4597e0e11360 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Build

github.com/BrainJS/brain.js - a0e9df367e8717cf916a1a519d62e3f5cf942640 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Tests

github.com/BrainJS/brain.js - 845d7bdfb0f6a0b2b60ec2ca3cab81872701b60f authored about 6 years ago by Robert Plummer <[email protected]>
fix: LeakyRelu and exponential toFunction size for NeuralNetwork

github.com/BrainJS/brain.js - bb9c61b210fb79b558f80f39c24d73d9e29c6fa0 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Migrate hiddenSizes for crossvalidate

github.com/BrainJS/brain.js - 57b92df04fdf913ff660affd5708d571c937fdb0 authored about 6 years ago by Robert Plummer <[email protected]>
fix:

Migrate `hiddenSizes` to `hiddenLayers`
Use more stable equation.input
Adjust RNNTimeStep.run's m...

github.com/BrainJS/brain.js - dce35f35cf377b419aa26f3a8ff826b01a33f89e authored about 6 years ago by Robert Plummer <[email protected]>
fix: Migrate `predict` to use same means as other kernel functions

And some cleanup

github.com/BrainJS/brain.js - 4c5dff10e699e97763c502a3b5c3be3dff460621 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Flip inverted coordinates and test

github.com/BrainJS/brain.js - 8b1e707d81c65d50b7f8644b9514854e41fdd06c authored about 6 years ago by Robert Plummer <[email protected]>
fix: Convert to `compareInputDeltas` and remove `compareInputs`

github.com/BrainJS/brain.js - 50d3b2481ac11af800ef32dd58571df20ccc3df4 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Update `compareInputDeltas` so that it matches required algorithmic shape

Note: output still failing, but super close

github.com/BrainJS/brain.js - 8caa7a3717325856795e10bfee9ebc87c01051a7 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Simplify for performance the `compareFilters` function

Too since it is for calculating delta of filters, rename for usage
Update simple unit test

github.com/BrainJS/brain.js - a3a6ada720556f49fee31ddc1ff01be3a9940651 authored about 6 years ago by Robert Plummer <[email protected]>
fix: Updating `compareInputDeltas` from debugging in the brain.js-cnn-integrity project

github.com/BrainJS/brain.js - e69633ef2a596b13db554a3ee43d932bc4b4f7ee authored about 6 years ago by Robert Plummer <[email protected]>
fix: Add compareInputDeltas, which will eventually replace compareInputs

github.com/BrainJS/brain.js - 47ecc2edd8c4614878b78342328746562884d71b authored about 6 years ago by Robert Plummer <[email protected]>
fix: Use 3 dimensions in `compareBiases` (though it makes no sense)

So as to support tests being written on https://github.com/BrainJS/brain.js-cnn-integrity for th...

github.com/BrainJS/brain.js - fed04239543500e6b1cf92eb6b840e2aa54164b8 authored over 6 years ago by Robert Plummer <[email protected]>
fix: Use better description for delta dimensions in `compareDeltas`

fix: Use `this.depth` for `compareBiasesKernel` `z` size

fix: `compareFilters` test

github.com/BrainJS/brain.js - 20922adfa2394b4cb67855659894f87168db4348 authored over 6 years ago by Robert Plummer <[email protected]>