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github.com/kwhitley/neataptic

:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
https://github.com/kwhitley/neataptic

Update README.md

202bd14830ae77ab45c28896b8a854487d8ad567 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

c8104a034b90416e602651120fb888d33f1aaa71 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Network.evolve() added (pre-release)

* Also added Methods.Mutation.ALL and Methods.Mutation.FFW

9a237f04af07b6bb8c1f404b3cbd1d9b3afb878d authored over 7 years ago by Thomas Wagenaar <[email protected]>
Fixed mutateOutput option

e4cfbfa83c448a12f882c65195d8f66ccb7352dd authored over 7 years ago by Thomas Wagenaar <[email protected]>
Bias mouse info

* Nodes in a graph now show the bias of the node when hovering of the
node

0c34d6f3002bcb7334fbc4aa9bcf53f041897090 authored over 7 years ago by Thomas Wagenaar <[email protected]>
NARX multilayer fix

6dc81d3aa3065d4d6175345ab15f9acad7bf6fe4 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Playground fix

e57651b6501dc136a23f01a82cfd37e4960b4770 authored over 7 years ago by Thomas Wagenaar <[email protected]>
ADD_CONN and ADD_BACK_CONN fixed

* Made some typos, should have debugged it better

e6a39b7e5e3668143b9df8797f54511f366cc583 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

2b3228683134e538e60e9988be961c12f4a8624e authored over 7 years ago by Thomas Wagenaar <[email protected]>
Renamed config option

848f5b2928082712cf3aa1f86d9e01708e875c0c authored over 7 years ago by Thomas Wagenaar <[email protected]>
Optimized mutation, fixed src/dist test

* Optimized certain mutation functions
* Fixed dist.js being loaded instead of src.js

87af089e656d7b03ee20682b0cc633798be80f27 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added Mutation.MOD_ACTIVATION.mutateOutput option

e94de6438a0363c6d564e337846c463ed9b1e697 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Comments updated

8301d70123df10633009932c2d2c9b876ddecfff authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

953fe47a0c0e4c100d073de6ae61c28b19018d8a authored over 7 years ago by Thomas Wagenaar <[email protected]>
Travis dist test

77923c184b48e74feee8484a062cb422aff50adf authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

8c0d716b35315af0efbe6655c86b07259156b77d authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

86e1a99a9f5dbfed7dc6faf3f5be0db9edc7e383 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

6d75dc2ef8326e5fb9652f7722a8a527e161433f authored over 7 years ago by Thomas Wagenaar <[email protected]>
NARX Architecture added

0fdd4b01ae44c7278e4a1833f389ac0e9c3ff424 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Fixed #14

a64a36f21a64884e883cdccc517cb44f0dbfe8fe authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update playground

34a731a1f2edeb7bbd6856c82017d643672aebdc authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added Methods.Mutation.SWAP_NODES

605cda17047ae2c8ae4e1eb9226942b761f5da54 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

14736f72a4a045f86e2c9f91011d07e934df6c01 authored over 7 years ago by Thomas Wagenaar <[email protected]>
quick fix

c1de988c5a0bc09f2d8231af4c6ee31cf24850ff authored over 7 years ago by Thomas Wagenaar <[email protected]>
Graphs overhauled

225e8f6bb1bf1a69803514f4639a3a7284093d4d authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

4c09a45dd19a8bbfcaf8644be1cc3b9497b8e27f authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

d1d9e4530fc9df566428a631bf166696b2ee8593 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

4c2a8c81765106d33fd59276e2f86789323843e1 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

2269703963859a97126466e185b87db092c57d29 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

5a9eb6e2379fcfee859554a8b5a1bf7449c14a16 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Multiple output testing

e90da331d2b2f855f87b4ed14c145110b9d0c3a0 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Fixed issue #13

81c3ffeaefc4a7178dd56e1c73e9e75811ea3785 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Fixed issue #14

9d6a9c8d54d34a087a9609a3c0d29aa1250074b4 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Small fixes

d44c380e16c93617a5fc534589727c0d0db82b44 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Fixes

ef190538d01992a254d0d19d8a0442cba0f77e8d authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added Architect.Random options

958128d168528bb9a104fefc10cbb2ce44f56f93 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Color fix

e1b81835fcd1798d79831e453006fca81a328a1c authored over 7 years ago by Thomas Wagenaar <[email protected]>
Articles now scrollable

99d21b8f15389cb7576a39586c57b135c994a3a2 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Step name

0b9e490cf045465d398f91dc66a585e9ec885df5 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added 5 activation functions

* Complentary log-log added
* Bipolar added
* Bipolar sigmoid added
* Hard TanH added
* Absolute...

2fd4dbdeeecc055ab36ee4492264065488fc190e authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added 4 cost methods

* Methods.Cost.MAE
* Methods.Cost.MAPE
* Methods.Cost.MSLE
* Methods.Cost.HINGE

4dc7e39863fa1c6ffc9dede73d4aed0f9294e004 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added Network.test.options.clear

cd0d9e681718e2bdb1b4800e6857da5879889230 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added clear()

* You can now clear context of networks/groups/nodes with clear()
* Default cost function of Net...

7e16b7721821bf0333dbe6cb9bfae0880db9b84f authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

c0d197068c47250893e5fc200facef235f7c8d61 authored over 7 years ago by Thomas Wagenaar <[email protected]>
New article: target seeking agents!

113caa59dd3a350662b47d0593a158d0d4529590 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Added Network.set and Neat.im/export

* Also updated Agar.IO article (fixed noStroke())

8ac5bbdacecddab4807de9d217fc07046aa76eb9 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

74fb09fb7508a23d77a0eaeb10350e03b5fe9fcc authored over 7 years ago by Thomas Wagenaar <[email protected]>
Homepage add #3

0f0ed8d6ca30f231a8c82c2b7f7abc55f5e4783c authored over 7 years ago by Thomas Wagenaar <[email protected]>
Home add #2

2135f3f2c3c3a8bed4e886b3b2e98d44f3d6702a authored over 7 years ago by Thomas Wagenaar <[email protected]>
Homepage add

4532951db22edcd8b785b0c76ea5e120f90ff2a3 authored over 7 years ago by Thomas Wagenaar <[email protected]>
New article

216315fdecbaf7b7f5096623f833ba9ca095e2cb authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

a7610e385d091f839127275f3f39b9b34fe5e7b9 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Website updated

e3780779d5f1483c853da92bd0e7e131efd39898 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Multiple bug fixes #6 #7

d27644fd89ee62a07612a433e3fb430746c72d60 authored over 7 years ago by Thomas Wagenaar <[email protected]>
SUB_NODE change

* SUB_NODE now redirects previous gaters to new connections

4c25c5ef24f23917c9ae96fd819ac11946407eba authored over 7 years ago by Thomas Wagenaar <[email protected]>
Bug fix issue #5

* Fixed issue #5
* Added remove() method for networks
* Updated website descriptions
* Small nod...

2128981b19bc771ffcb9e2e9fa0188f287315b86 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

10d9568b89a63051f2ce4dc847a3e7fe2febbcb2 authored over 7 years ago by Thomas Wagenaar <[email protected]>
ADD_NODE improvement

* ADD_NODE no longer removes gates
* Now, disconnect() automatically ungates the connection befo...

4593a0494118f666bb796da5f08339f63dffc8a7 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Neat now accepts 6 new mutation methods

6f08f82fc1bb343473b353691a75861fa113a710 authored over 7 years ago by Thomas Wagenaar <[email protected]>
prebuild remove

58b38f0b853b95c6d86dad38adc841b09f348201 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Stable CDN

605924e3116abc64c56ed8ea48b0a7988bdacf37 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Auto version update

67b7072bc98ea0d1d6c8b6115e2a49eae3b9f7be authored over 7 years ago by Thomas Wagenaar <[email protected]>
+6 mutations methods

3f095167132400921793161a65b1b57b71ff50b6 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Gate + selfconn graphs

3b698e9264f43293e07645e72eb612990fa9903f authored over 7 years ago by Thomas Wagenaar <[email protected]>
JSON equivalency test

8be9485f9ab02f8fa33f220a0f02a1e70ef8c0c7 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

e4562e801854c8b83a2efa08ab700b8a2b851aec authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

c3ba0607467ccfb69347d7cc334f4e48e6866925 authored over 7 years ago by Thomas Wagenaar <[email protected]>
LSTM update!

764f17519547fad1718310310155c891a2e1fbe1 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Merge branch 'master' of https://github.com/wagenaartje/neataptic

037569ac889700fe2e22113647db13c175c7fcab authored over 7 years ago by Thomas Wagenaar <[email protected]>
Feed-forward test fix

db6a4fef5bb3798635cb2c834b03e9b8afd829ef authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

bcb37986312af00eaa02c3555d8bb18c115b9949 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Warnings off

92c7df9606bc8228ae1e65b138b148ef8c253dc7 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Merge branch 'master' of https://github.com/wagenaartje/neataptic

1ee89e6f326cdb2423bb904cf94bdc1fa7543969 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Fixed ADD_CONN

8f95635487e32c19a40420b49458f6b362fedf12 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

c795e67078dc67b506e2fd11c0720d1d867d75d9 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

994513a6d9385c657f038add0e939f500a1120cb authored over 7 years ago by Thomas Wagenaar <[email protected]>
LSTM implemented!

d6f0d3dd67b89ebf1ffc13fc9d7cad34034a83f2 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

f9f44eb7151c289866235534bdf1c0e48181c772 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Rework

* Added groups
* Node.connect returns ARRAY of connections
* Architect.Perceptron/Construct impr...

9225672502d6f37b729971811e29fe198980a952 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Revert "Gate connections added"

This reverts commit a1a5a016cd4c3da0a26bf9605a047de9724f8eb3.

7b5aaf94de49a50dd7140d36316f02acccbd9f5d authored over 7 years ago by Thomas Wagenaar <[email protected]>
Revert "Unstable update"

This reverts commit d7e3323103d2f03ff4efdbcfc98b17d40d3311ba.

2a7b52b95a0f4e836e7137b49fdb9f01b6b62d97 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Revert "t.b.r."

This reverts commit 77e32e356bb3c6f063d94438d9d5dc533f9beca0.

838996d813db56d5e65b2aab57eb42ad4c17a322 authored over 7 years ago by Thomas Wagenaar <[email protected]>
t.b.r.

77e32e356bb3c6f063d94438d9d5dc533f9beca0 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Unstable update

* Added groups
* Removed gating, coming back soon
* Networks can be created with groups!
* Conne...

d7e3323103d2f03ff4efdbcfc98b17d40d3311ba authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

753f485f0d5e6d0c953feefa067b7f55a3512254 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Gate connections added

* Neurons can now gate connections
* Architectures involvoing gating (LSTM) will be implemented ...

a1a5a016cd4c3da0a26bf9605a047de9724f8eb3 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

5ac8c4c004f535e0d5c2cc9e7d739e5eaaf7a0e2 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Trainer integrated into network.js

0cfa0d717a6a52752071615d85fd465d662a677d authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

f42af579300a0ccaa5230c397ca5ff56ba98386e authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

36f51134811f30fd3b56256d77bcff993b5f32a9 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

255fe06217b3428139d020ff9b45a0a1d57eea0b authored over 7 years ago by Thomas Wagenaar <[email protected]>
mocha test fix

e4110111daa0172863bff89c71df0f2dcdb3548d authored over 7 years ago by Thomas Wagenaar <[email protected]>
Remove dist function

eedc6b5b8ed2f2cf031f11b7aa4f33b1ff941946 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Version bump

6bb46f069e231b9c5ae551afb7ce5efdb267c81c authored over 7 years ago by Thomas Wagenaar <[email protected]>
Updated article + default ALL methods

* Setting up a GA using neat.js now automatically enables all methods

aa17883b009f491755fdb12c7abedd56221907df authored over 7 years ago by Thomas Wagenaar <[email protected]>
Update README.md

f573a686db13f65285c0203c1618ac238caa64d5 authored over 7 years ago by Thomas Wagenaar <[email protected]>
Article added

f7833fc7ab01b86a875cdc6e4df0a7df47cb0be7 authored almost 8 years ago by Thomas Wagenaar <[email protected]>
Favicon added

31dba11a22b2baeb41371226901eef104e34d1b6 authored almost 8 years ago by Thomas Wagenaar <[email protected]>
Updated website

* Mega website change
* mutationAmount option added to neat.js

634cb9d23abf8d14ce5c721ac6daaf6bde432ea9 authored almost 8 years ago by Thomas Wagenaar <[email protected]>
Neat.network functionality

c30d840923ac99eaf54fba6ed4be10f94d2dd4b5 authored almost 8 years ago by Thomas Wagenaar <[email protected]>