In this video I explain how Einstein Summation (einsum) works and why it is amazing, at the end of the video you too will realize that einsum is all you need. It works similar in all libraries with the following function call: torch.einsum, tf.einsum, numpy.einsum (pytorch, tensorflow, numpy).

Video title was recklessly stolen from the following blogpost which I was inspired by (read it!):
https://rockt.github.io/2018/04/30/einsum

Also looked quite a bit at:
https://obilaniu6266h16.wordpr....ess.com/2016/02/04/e
https://ajcr.net/Basic-guide-to-einsum/

GitHub Repository:
https://github.com/aladdinpers....son/Machine-Learning

✅ Equipment I use and recommend:
https://www.amazon.com/shop/aladdinpersson

❤️ Become a Channel Member:
https://www.youtube.com/channe....l/UCkzW5JSFwvKRjXABI

✅ One-Time Donations:
Paypal: https://bit.ly/3buoRYH
Ethereum: 0xc84008f43d2E0bC01d925CC35915CdE92c2e99dc

▶️ You Can Connect with me on:
Twitter - https://twitter.com/aladdinpersson
LinkedIn - https://www.linkedin.com/in/al....addin-persson-a95384
GitHub - https://github.com/aladdinpersson

OUTLINE:
0:00 - Introduction
0:15 - What, Why and How
6:48 - Code examples
16:04 - Ending

Hungama (HD) | Hindi Movies 2016 Full Movie | Akshaye Khanna Movies | Bollywood Comedy Movies

Movie : Hungama
Director : Priyadarshan
Producer : Ganesh Jain
Writer : Priyadarshan
Starcast : Akshaye Khanna, Aftab Shivdasani, Rimi Sen, Paresh Rawal, Rajpal Yadav, Shoma Anand, Shakti Kapoor & Others

Synopsis:

The story of a bunch of misfits whose misconception about each others backgrounds end up in a series of chaotic, yet comic outcomes. Aftab Shivdasani (Nandu) and Rimi Sen (Anjali) play two strangers who have to pretend that are a married couple in order to get a place to live. Paresh Rawal (Radheysham Tiwari) plays a rich, yet ground to earth businessman whose business is named after his wife (Shoma Anand) Anjali. Akshaye Khanna (Jeetu) plays a young man starting a new business in electronic ware. Things get complicated when Rimi Sen goes to Paresh Rawal's house in search of a job & meets Akshaye Khanna who falls in love with her thinking she is Paresh Rawal's daughter. Paresh Rawal's wife thinks that he is having an affair with Rimi Sen & while Paresh Rawal thinks his wife is having an affair with Akshaye Khanna due to Rimi Sen and her having the same name. Then comes in Shakti Kapoor (Tejabhai alias Kachara Seth) whose daughter falls in love with a guy pretending to be Paresh Rawal's son and soon everything gets out of control.


For More Updates, Subscribe to;
For Hit & Latest Music:
https://www.youtube.com/user/venus

For Blockbuster Movies
https://www.youtube.com/user/VenusMovies

For Movies & Music in Regional Languages:
https://www.youtube.com/user/venusregional

For Heavenly & Peaceful Devotional Music:
https://www.youtube.com/user/venusdevotional

Also You Can:
'LIKE' us on Facebook:
https://www.facebook.com/venusentertainment

'FOLLOW' us on Twitter:
https://twitter.com/venusmovies

'CIRCLE' us on Google+:
https://plus.google.com/+VenusMovies