Einsum Operator as used in Numpy, TensorFlow and PyTorch - Essential Python for Beginners

preview_player
Показать описание
Numpy's Einsum Operator is an underrated Matrix Operation. We shall show how to write clean code using this Operator!

- Don't forget to like and Subscribe :)

Feel free to ask any questions.

Connect with us here:
  1. Neuralearn
Рекомендации по теме
Einsum Operator as 0:24:17

Einsum Operator as used in Numpy, TensorFlow and PyTorch - Essential Python for Beginners

Einsum Is All 0:16:22

Einsum Is All You Need: NumPy, PyTorch and TensorFlow

Einsum - The 0:07:03

Einsum - The Game-Changing Matrix Operation

Einsum to Simplify 0:14:05

Einsum to Simplify and Unify Tensor Operations in Deep Learning

Einsum - The 0:22:17

Einsum - The Most UNDERRATED Op.

Python NumPy For 0:04:53

Python NumPy For Your Grandma - 6.2 einsum()

Understanding NumPy's einsum 0:24:51

Understanding NumPy's einsum

PYTHON : Understanding 0:01:46

PYTHON : Understanding NumPy's einsum

einsum in PyTorch 0:02:59

einsum in PyTorch

Array : How 0:01:07

Array : How does `numpy.einsum` work?

Mat Kelcey : 0:14:06

Mat Kelcey : An illustrative einsum example

Python :Understanding NumPy's 0:03:29

Python :Understanding NumPy's einsum(5solution)

Python Shorts - 0:01:13

Python Shorts - @ operator for matrix multiplication in Numpy and PyTorch

PYTHON : tensorflow 0:01:26

PYTHON : tensorflow einsum vs. matmul vs. tensordot

pytorch einsum 0:03:09

pytorch einsum

Einsum Notation Explorer 0:01:38

Einsum Notation Explorer

PYTHON : Why 0:01:41

PYTHON : Why is numpy's einsum faster than numpy's built in functions?

Array : How 0:01:31

Array : How to use numpy's einsum to take the dot product of an subarray?

M4Ml - Linear 0:09:54

M4Ml - Linear Algebra - 4.1 Einstein summation convention and the symmetry of the dot product

Array : Numpy 0:01:08

Array : Numpy np.einsum array multiplication using multiple cores

Reshape,Permute,Squeeze,Unsqueeze made simple 0:12:09

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

Mamba: Linear-Time Sequence 0:40:40

Mamba: Linear-Time Sequence Modeling with Selective State Spaces (Paper Explained)

NRTL Einsum and 0:17:55

NRTL Einsum and MV

NumPy Einsum. #tips 0:00:59

NumPy Einsum. #tips #python #pythonforall #youtubeshorts

Комментарии
Автор

Thank you! This is the best video on Einsum with clear explanations and great examples. Really appreciate the addition of how einsum is used in the Transformer model too because attention is widely used in many different models now.

timandersen
Автор

I tried your example matrices of A and B to get B^T*A in NumPy. The shape of B^T*A was (1, 4, 1, 2), but the elements in that array did not match up with the elements of your B^T*A array in the video.

benjaminreynolds