node-neural-network

Built with only pure typescript.

Python Sample

https://colab.research.google.com/drive/134PzsZr90KIjFaUIzjjaCFWpCdtYUDO5

Run

ts-node app.ts

Output

acc_1:0.5 losss_1:0.6939966832838169 acc_2:0.5 loss_2:0.7115856015406875
acc_1:0.5 losss_1:0.6068020022266178 acc_2:0.5 loss_2:0.6216913851045813
acc_1:0 losss_1:0.5583924534471906 acc_2:0 loss_2:0.5662651383415782
acc_1:0 losss_1:0.5371753430401531 acc_2:0 loss_2:0.5414663730445498
acc_1:0 losss_1:0.526522872180673 acc_2:0 loss_2:0.5292474610093837
acc_1:0 losss_1:0.5202841570406586 acc_2:0 loss_2:0.5222039523758021
acc_1:0 losss_1:0.5162221813773902 acc_2:0 loss_2:0.517666897227726
acc_1:0 losss_1:0.5133791842973574 acc_2:0 loss_2:0.5145148934316192
acc_1:0 losss_1:0.5112842569795435 acc_2:0 loss_2:0.5122048299803211
acc_1:0 losss_1:0.5096804764407319 acc_2:0 loss_2:0.5104437060807554
acc_1:0 losss_1:0.508416168585367 acc_2:0 loss_2:0.5090600038008453
acc_1:0 losss_1:0.5073961385485495 acc_2:0 loss_2:0.507946767979775
acc_1:0 losss_1:0.5065576558170696 acc_2:0 loss_2:0.5070338745949954
acc_1:0 losss_1:0.5058577124740012 acc_2:0 loss_2:0.506273441101275
acc_1:0 losss_1:0.5052658394501399 acc_2:0 loss_2:0.5056316568406227
bias1:0.02030044914335116 bias2:0.11777236857193832

Iris CSV Data

https://github.com/tkc/node-neural-network/blob/master/asset/iris.ts