Jan 1, 2022
What are `IndexedSlices` and why are they get used in Tensorflow?
Apr 1, 2021
Implementing attention mechanisms, multi-head attention, transformer architecture, etc. from scratch in Tensorflow.
Mar 10, 2021
Create a data pipeline by incrementally reading thousands of `csv` files using Tensorflow `Sequence`.
Dec 26, 2020
Create a data pipeline by incrementally reading thousands of `csv` files in PyTorch.
Dec 19, 2020
Aim of this project is to produce reproducible results in condition monitoring. We will apply some of the standard machine learning techniques to publicly available datasets and show the results with code for remaining useful life (RUL) prediction task. This is an ongoing project and will evolve over time. Related notebooks can be found at this [github page](https://biswajitsahoo1111.github.io/rul_codes_open/).
Sep 5, 2020
Use of `map` and `prefetch` combined with generators can speed up data ingestion.
May 17, 2020
Create a data pipeline by incrementally reading thousands of `csv` files in Tensorflow.
Jan 9, 2020
Understanding python generators with simple examples.
Jun 29, 2019
Aim of this project is to produce reproducible results in condition monitoring. We will apply some of the standard machine learning techniques to publicly available machinery datasets and show the results with code for fault diagnosis task. This is an ongoing project and will evolve over time. Related notebooks and data can be found at this [github page](https://biswajitsahoo1111.github.io/cbm_codes_open/).
Apr 18, 2019