- Wed 20 December 2023
- ML Systems
Concept - Coalescing
This post works through the metrics that are critical for ML inference
- Wed 20 December 2023
- Neuron
What is Neuron SDK
This post introduces AWS Neuron SDK - an SDK that streamlines deep learning and generative AI workloads on AWS Inferentia and Trainium by integrating with frameworks like PyTorch and JAX.
- Wed 13 December 2023
- Neuron
Neuron Glossary
This post acts as a running glossary for Neuron and HPC related terms and technologies.
- Sun 01 October 2023
- Machine Learning
Feature data creation for Time Series
A quick review of feature creation for time series data.
- Sat 23 September 2023
- Machine Learning
ML Project Template
This post describes a typical machine learning project and ongoing documentation and tracking of its progress.
- Mon 20 February 2023
- Machine Learning
float16 precision conversion to Base64
This post discusses the different methods in Python for converting float16 or half-precision floats to base64 and vice versa to ensure lossless transmission of numpy array data.
- Thu 12 January 2023
- Math
review-of-p-value
This post describes a review of the basics regarding p-value
- Tue 03 January 2023
- Math
Review of Combinatorics
This post reviews the basics of combinatorics and specifically the difference between permutations, variations and combinations.
- Wed 16 November 2022
- Papers
Scientific paper review template
A template to capture notes and reviews of scientific research papers
- Sat 04 June 2022
- Math
Paradoxes in statistics
This post describes some of the well known paradoxes in statistics