onlyok / EveryBodyTensorFlow

Readme for Everybody Tensorflow

• Final update: 2018 Mar
• All right reserved @ Jaewook Kang 2017-2018

About

This repository provides tutorial python scripts used in the EverybodyTensorlfow lecture by Jaewook Kang.

Compiler/Interface Dependencies

• Tensorflow >=1.4
• Python2 <= 2.7.12
• Python3 <= 3.6.0

Components

/
|
|-- /data
|-- /pb_and_ckpt
|-- /python_basic
|-- /tf_basic
|-- /tf_my_modules

Data

Including toy data sets for Tensorflow labs

• Two-dimensional cluster in cluster data
• Two-dimensional spirals data

Labs

Including Tensorflow codes for basic machine learning algorithms for educational purpose.

TF BASIC scripts

Example scripts to testify basic functions of Tensorflow.

TF MY Modules

Including fundamental tensorflow module for Tensorflow model developments.

• CNN modules
• RBM modules

Releted Lecture Materials (All Korean)

• Tensorflow fundamental: KIT 2017 Sep
• Deep learning with Tensorflow : GIST 2018 Jan

Feedback

• Issues: report issues, bugs, and request new features
• Pull request
• Email: [e-mail]

License

• Apach License 2.0

Authors information

• Jaewook Kang Ph.D.
• Personal website: [link] (https://sites.google.com/site/jwkang10/)
• Facebook : [link] (https://www.facebook.com/jwkkang)
• Linkedin : [link] (https://www.linkedin.com/in/jaewook-kang-3a4217b9/)

Code References

Aymeric's repo

• https://github.com/aymericdamien/TensorFlow-Examples

Prof. Sung Kim’s repo

• https://github.com/hunkim/DeepLearningZeroToAll

Sujay's repo

• https://github.com/sujaybabruwad/

Google Tensorflow repo

• https://github.com/tensorflow