Posts

• End-to-end ML

  Aug 12, 2022

• Notes about nbdev

  Aug 9, 2022

• Notes on Java

  Jul 18, 2022

• Trees, bagging, random forest, boosting and their implementations

  Jun 28, 2022

• Interesting datasets for search engine applications

  Search and recommendation

  Jun 27, 2022

• Learning to Rank

  Notes about learning to rank

  Jun 27, 2022

• Notes about the book The Kaggle book

  Jun 21, 2022

• Load tabular data with TensorFlow

  In-memory and out-of-memory tabular data loading with TensorFlow

  Jun 14, 2022

• Chapter 2 - The mathematical building blocks of Neural Networks

  Notes about the book Deep Learning with python, 2nd edition

  Jun 14, 2022

• Do not modify SQLite table while sequentially reading data

  To avoid an infinite loop

  Dec 16, 2021

• Send and retrieve encoded media to Vespa

  Send and retrieve Image and Video files

  Dec 3, 2021

• Encode and decode images and videos with strings

  Without the need of temp files

  Dec 1, 2021

• Exploring the UCF 101 Action Dataset

  Generate image frames from video

  Nov 17, 2021

• Simple baseline for YouTube 8M video-level features with TensorFlow

  Getting started with TensorFlow API

  Nov 12, 2021

• Compare pre-trained CLIP models for text-image retrieval

  Create, deploy, feed and evaluate the Vespa app using the Vespa python API

  Oct 28, 2021