Compute element stiffness matrix symbolically
How to obtain element stiffness matrix using symbolic mathematics (without manual computation)?
Making Github Traffic Type Plots
Make plots similar to Github Traffic style plots using Python.
IndexedSlices in Tensorflow
What are `IndexedSlices` and why are they get used in Tensorflow?
Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book
Implementing attention mechanisms, multi-head attention, transformer architecture, etc. from scratch in Tensorflow.
Reading multiple files in Tensorflow 2 using Sequence
Create a data pipeline by incrementally reading thousands of `csv` files using Tensorflow `Sequence`.
Reading multiple csv files in PyTorch
Create a data pipeline by incrementally reading thousands of `csv` files in PyTorch.
Efficiently reading multiple files in Tensorflow 2
Use of `map` and `prefetch` combined with generators can speed up data ingestion.
Doing Linear Algebra using Tensorflow 2
Perform linear algebraic operations only using Tensorflow.
Reading multiple files in Tensorflow 2
Create a data pipeline by incrementally reading thousands of `csv` files in Tensorflow.
Using Python Generators
Understanding python generators with simple examples.