Readme for Everybody Tensorflow

• Final update: 2018 Sep
• 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 >=1.9
• Python2 <= 2.7.12
• Python3 <= 3.6.0

Components

/
|
|-- /data
|__ /export
|-- /pb_and_ckpt
|-- /python_basic
|-- /tf_basic
|-- /tf_my_modules
|-- /tflite

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 modules for model developments.

• CNN modules
• RBM modules

Tensorflow Lite Modules

Including codes with respect to Tensorflow Lite

Releted Lecture Materials (All Korean)

• Tensorflow fundamental: KIT 2017 Sep
• Deep learning with Tensorflow : GIST 2018 Jan
• Deep learning with Tensorflow: DevMento 2018 Apr
• Deep learning with Tensorflow: KIT 2018 Sep
• Deep learning and Tensorflow Best Practice LG Electronics CTO 2018 Sep

Feedback

• Issues: report issues, bugs, and request new features
• Pull request
• Email: [email protected]

License

• Apach License 2.0:
• http://www.apache.org/licenses/LICENSE-2.0

Authors information

• Jaewook Kang Ph.D.
• Personal website
• Facebook
• Linkedin

Code References

• Aymeric's repo
• Prof. Sung Kim’s repo
• Sujay's repo
• Google Tensorflow repo