Building a classifier using JAX
Creates a synthetic dataset for a linear classification task and trains a logistic regression model using JAX, FLAX and OPTAX.
Krishan's Tech Blog
Using TPU runtimes in colab for JAXs
Explains how functools partial works with simple examples.
functools partial
Explains how functools partial works with simple examples.
Building a simple java app with external dependencies
This blog describes, how we can build a simple java application using couple of external dependencies. This can help in decopuling certain components from a big corporate application and test it.
Installing tensorflow on M1 Macs
Step by step instructions for installing tensorflow on M1 Macbooks with Apple Silicon.
File transfer from blob storage using azure cli
Step by step instructions on how to move files and directories to and from azure blob storage.
Runing ML Training code on a VM
How to move a local machine learning traning code to a virtual machine and develop there.
Train a Covid19 Tweet sentiment classifier using Bert
End to end training code for a bert model using pure pytorch and a single GPU.
Automatically activate conda evironment in Powershell for VSCode
How to set up VSCode to automatically activate anaconda environment for powershell.
Host python code documentation using azure app service CI CD pipeline
How to upload python static html documentation created using mkdocs to an azure app service and enable CI CD pipeline using azure devops.