Baobao Algorithm Notes

Jun 30, 2018 · Artificial Intelligence

Winning Kaggle’s Avito Demand Prediction with Multi‑Source Neural Nets and Transfer Learning

This article breaks down the Avito demand‑prediction Kaggle competition, detailing the data mix of text, images, structured fields and time series, the layered feature‑engineering tactics, multi‑source heterogeneous neural network designs, and a transfer‑learning trick that propelled the top solutions.