Oct 8, 2021 · Big Data

Why Feather Beats CSV for Large-Scale Data: Speed, Size, and Simplicity

This article explains the limitations of CSV for big datasets, introduces the Feather binary format, shows how to install and use it with Python and pandas, and compares its saving/loading speed and storage size against CSV, highlighting Feather's advantages for efficient data handling.

Big DataFeatherdata storage

0 likes · 7 min read

Why Feather Beats CSV for Large-Scale Data: Speed, Size, and Simplicity

Tencent Advertising Technology

Jun 4, 2018 · Artificial Intelligence

Tencent Advertising Algorithm Competition: FFM Approach and Feature Engineering by the Wenqiang Ge Team

The Wenqiang Ge team, winners of the first week of the Tencent Advertising Algorithm Competition rematch, detail their FFM-based solution, including baseline adoption, feature engineering with discretized continuous values, cross‑feature handling, and tool choices such as Feather storage and the xlearn library for fast training.

Ensemble ModelingFFMFeather

0 likes · 4 min read

Tencent Advertising Algorithm Competition: FFM Approach and Feature Engineering by the Wenqiang Ge Team