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 >=1.5
- Python2 <= 2.7.12
- Python3 <= 3.6.0
Components
/
|
|-- /data
|__ /model
|-- /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
Feedback
- Issues: report issues, bugs, and request new features
- Pull request
- Email: jwkang10@gmail.com
License
- Apach License 2.0:
- http://www.apache.org/licenses/LICENSE-2.0
Authors information
- Jaewook Kang Ph.D.
- Personal website