Posts

Compute element stiffness matrix symbolically
View source on GitHub In this notebook, we will try to compute the stiffness matrix of a rectangular element using symbolic computations in Julia. Traditionally in undergraduate curriculum, computations of stiffness matrix for different elements are taught using hand calculations.
Feb 23, 2024 34 min read Blog, Julia, FEA
Making Github Traffic Type Plots
View source on GitHub Github keeps several analytics information about every repository. One such information is the Traffic to a repository. This report can be found under Insights => Traffic page.
Feb 18, 2023 3 min read Blog, Python, Visualization
IndexedSlices in Tensorflow
Run in Google Colab View source on GitHub Download notebook In this post, we will discuss about IndexedSlices class of Tensorflow. We will try to answer the following questions in this blog:
Apr 1, 2021 5 min read Blog, Tensorflow, Deep Learning, Attention Mechanism
Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book
View source on GitHub Download code (.zip) This code has been merged with D2L book. See PR: 1756, 1768 This post contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.
Mar 10, 2021 1 min read Blog, Tensorflow, Attention Mechanism, Transformer
Reading multiple files in Tensorflow 2 using Sequence
Run in Google Colab View source on GitHub Download notebook In this post, we will read multiple csv files using Tensroflow Sequence. In an earlier post we had demonstrated the procedure for reading multiple csv files using a custom generator.
Dec 26, 2020 17 min read Blog, Tensorflow, Machine Learning, Deep Learning
Reading multiple csv files in PyTorch
Run in Google Colab View source on GitHub Download notebook In many engineering applications data are usually stored in CSV (Comma Separated Values) files. In big data applications, it’s not uncommon to obtain thousands of csv files.
Dec 19, 2020 18 min read Blog, PyTorch, Machine Learning, Deep Learning
Efficiently reading multiple files in Tensorflow 2
Note: Whether this method is efficient or not is contestable. Efficiency of a data input pipeline depends on many factors. How efficiently data are loaded? What is the computer architecture on which computations are being done?
May 17, 2020 18 min read Blog, Tensorflow, Deep Learning
Doing Linear Algebra using Tensorflow 2
Run in Google Colab View source on GitHub Download notebook In this post, we will explore ways of doing linear algebra only using tensorflow. We will only import tensorflow and nothing else.
May 14, 2020 57 min read Blog, Linear Algebra, Tensorflow
Reading multiple files in Tensorflow 2
Run in Google Colab View source on GitHub Download notebook In this post, we will read multiple .csv files into Tensorflow using generators. But the method we will discuss is general enough to work for other file formats as well.
Jan 9, 2020 20 min read Blog, Machine Learning, Deep Learning, Tensorflow
Using Python Generators
Run in Google Colab View source on GitHub Download notebook In this post, we will discuss about generators in python. In this age of big data it is not unlikely to encounter a large dataset that can’t be loaded into RAM.
Jun 29, 2019 8 min read Blog, Python, Deep Learning, Tensorflow