Lightning Talk: How to make custom callbacks in TF/Keras

techytushar commented 4 years ago

Abstract (2-3 lines) Callbacks are a great feature included in the TF/Keras frameworks. They let you do various tasks during your model training. Although TF/Keras comes with some predefined callbacks, but sometimes you might want to do something extra while your model trains. In this case you can make your custom callbacks and use them.
Brief Description and Contents to be covered
- What are callbacks in Keras
- What can you do with callbacks and how to use them
- How to make custom callbacks
Pre-requisites for the talk Familiarity with Keras framework.
Time required for the talk 5-10 mins
Link to slides It will be mostly demo based talk so slides are not needed.
Will you be doing hands-on demo as well? Yes
Link to ipython notebook (if any) https://github.com/techytushar/tf_notification_callback
About yourself I am a Data Science Intern at Precily AI. I have been a former GSoC mentor and participant. I am the co-organizer of Kanpur Python and PyData meetup group. LinkedIn: https://www.linkedin.com/in/tusharmit/
Are you comfortable if the talk is recorded and uploaded to PyData Delhi's YouTube channel ? Yes
Any query ? None

shagunsodhani commented 4 years ago

Looks good to me. I hope you will be using Tf2.0

techytushar commented 4 years ago

Yes, I'll be using TF2.0 for the demo

MSanKeys963 commented 4 years ago

Hi @techytushar. Would you like to deliver this in our upcoming meetup on 29th February?

techytushar commented 4 years ago

@MSanKeys963 Yes, I can deliver it on 29th Feb meetup.

MSanKeys963 commented 4 years ago

Please drop me a line @ sanket@pydata.org for further details.

pydatadelhi / talks