Interactive turtorial sessions to share programming experiance, knowledge, tips, and tricks amongst CAIM post-grads.
=============================================================================
Session: 02/03/2018:
-
Discussed format of meetings and future meeting topics.
-
Linear regression models in Tensorflow.
-
Brief introduction to TensorFlow. Basics of graph building and running graph in session.
=============================================================================
Session: 09/03/2018:
- Tensorboard introduction
https://web.stanford.edu/class/cs20si/lectures/notes_02.pdf
- Introduction to linear and non-linear models
https://github.com/deep-learning-indaba/practicals2017/blob/master/practical1.ipynb
- Basic discussion on objective function formulations for linear classification
=============================================================================
Suggested Session: 16/03/2018:
-
Linear classification implementing various objective functions - solution and speed
-
Reconstruct one of the linear classifiers using the tensorflow playground
-
Spiral dataset exploration: Tensorflow playground
=============================================================================
Topics of Interest
=============================================================================
Bradley to be added from notes taken during first meeting.