biswajitsahoo1111

rul_codes_open

This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.

cbm_codes_open

This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.

data_driven_features_ims

Multiclass bearing fault classification using features learned by a deep neural network.

D2L_Attention_Mechanisms_in_TF

This repository contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.

blog_notebooks

Notebooks for my personal blog articles.

spca_comadem_codes

Applies sparse principal component analysis (SPCA) for machinery fault classification.

D2L_Generative_Adversarial_Networks_in_TF

This repository contains Tensorflow 2 code for Generative Adversarial Networks chapter of Dive into Deep Learning (D2L) book.

biswajitsahoo1111.github.io

Personal Website of Biswajit Sahoo

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

forecasting

Time Series Forecasting Best Practices & Examples

machine_learning_regression_and_optimization

This repository contains code examples supplementing the paper titled "Machine Learning, Regression, and Optimization".

PCA

These are the codes for a blog post on Principal Component Analysis (PCA).

ringserver