Backpropagation and Deep Neural Network engine

After discuss with my friend Eko kurniawan, finally we share our deep learning engine project to github. So you can try the engine or contribute to develop the engine (we hope there are a lot of people interested with this project).

Our project started in 2015 when we tried to create a startup company that concern with data analytics or data science. We trying to create the general engine for deep neural network that able to customize the stack of methods, so can be fit with some cases in the real world. And I used this engine for my theses in ITB (Institut Teknologi Bandung) to finished my study in master of informatics (computer science) program.

I hope this engine can be use to resolve a lot of problem that need machine learning implementation, especially for automation system. We call this project “DEEPWISSEN”, hope it will be usefull.

*before, I have explained about Deep Learning in an article in this blog using Bahasa Indonesia :  https://situkangsayur.wordpress.com/2015/07/27/deep-learning/

or in english : https://situkangsayur.wordpress.com/2016/12/25/what-is-deep-learning/

Thanks.

You can check the project repo in this link : https://github.com/situkangsayur/machine-learning

and for the jar : https://github.com/situkangsayur/deepwissen-jar

Apa itu Deep Learning ??

Assalammu’alaikum,

Kali ini saya ingin share mengenai apa itu deep learning, setidaknya sejauh yang saya pelajari hingga hari ini, kebetulan di startup yang kami bangun (bareng teman-teman saya) di starlabs.id (PT. Starlabs Global Teknologi) sedang mencoba mengimplementasikan engine untuk machine learning dan dua algoritma deep learning.

Banyak referensi yang bisa kita gunakan mengenai deep learning, terutama dari berbagai perusahaan besar dunia sekelas google, facebook, baidu, microsoft, amazon, nvidia dan lain-lain. Apa itu Deep Learning? seberapa penting atau seberapa bernilai deep learning? terutama untuk business, siapa tokoh yang banyak melakukan riset atau membangun deep learning? Dan kenapa saya dan teman-teman ingin membangun engine sendiri untuk machine learning? bukankah banyak framework, library dan services (terutama seperti azure dan aws) untuk machine learning? Continue reading