Reshape,Permute,Squeeze,Unsqueeze made simple using einops | The Gems

This tutorial introduces to you a fantastic library called einops.

Einops provides a consistent API to do reshape, permute, squeeze, unsqueeze and enhances the readabilty of your tensor operations.

Google colab notebook that has examples shown in the tutorial:

[alexandrkazda]

Thank you, the tutorial helped me a lot to get started with Einops.

[amortalbeing]

Thanks a lot this was very informative.
my man, you've got a killer voice by the way😉

[ssshukla]

I didn't go through this video till today. But I was sitting on my work machine and I saw this video and cleared up my doubts.

Commenting as i can't comment from my work laptop. Great video sir.

[johngrabner]

Thank you for making me aware of this library. The alternative I used was to name variables with dimension postfix like "letter_w_N_M_e = letter_sne.reshape(w, N, M, 512) ". This library can make this even more clear and offers the opportunity to combine multiple lines.

[kappa]

Perfect introduction to Einops! Thanks

[NihalKumar]

this is called perfect teaching.. 😊 enlightened after watching


can you please touch optical flow estimation part as well?

Thanks Sir!

[ishaquenizamani]

Thank you so much sir it is a great video 👌👌🙌🙌

[normalchannel]

You are genius please provide an end implementation pytorch of famous models using the available modules.

[abhishekmann]

Can you make a video on VISSL library?

[huiwencheng]

You has really guts to tell the truth, the of these forming a mess not readible

[prajwol_poudel]

what is the difference between einsum and einops?