Sneha GhantasalainThomson Reuters LabsSlow Reads for S3 Files in Pandas & How to Optimize itAs part of one of our projects, we needed to load pickle files with sizes in the range of 10s of GBs from AWS S3 in AWS Sagemaker endpoints…4 min read·Feb 17, 2023----
Sneha GhantasalaNLP: Word Embedding AlgorithmsWhat are Word Embedding Algorithms and why are they Useful?6 min read·Apr 29, 2021----
Sneha GhantasalaML PAPER: STYLEGAN — TL;DRResearch paper: A Style-Based Generator Architecture for Generative Adversarial Networks Paper published — 29th March 2019 — by Nvidia…5 min read·Dec 29, 2020----
Sneha GhantasalaML PAPER: CYCLEGAN — TL;DRResearch Paper: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks16 min read·Dec 29, 2020----
Sneha GhantasalaML PAPER: PIX2PIX — TL;DRResearch Paper: Image-to-Image Translation with Conditional Adversarial Networks8 min read·Dec 27, 2020----
Sneha GhantasalaML PAPER: PROGRESSIVE GANs — TL;DRResearch paper: “PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION”5 min read·Dec 27, 2020--1--1
Sneha GhantasalaML PAPER: NEURAL STYLE TRANSFER — TL;DRResearch paper: “A Neural Algorithm of Artistic Style” by Leon A. Gatys, et. al published on September 2, 2015.2 min read·Dec 27, 2020----