milinddeore / AirBnBPriceOptimizer

AirBnB host can optimize their house price based on the amenities they provide. This will make their increased ROI.

AirBnBPriceOptimizer

AirBnB host can optimize their house price based on the amenities they provide. This will make their increased ROI.

Data

Data is available on http://insideairbnb.com/get-the-data.html For this python notebook you can directly fetch it from my below dropbox link:

1. Listing (train/val data) : https://www.dropbox.com/s/apnxhwdkt5cqmkr/listings.tar.gz
2. Test Listing (test data) : https://www.dropbox.com/s/4etjplku640e9y7/listings-test.csv

Google Colab

I ran this script on google colb, it uses a special version of FastAI=0.7.0 and torchtext==0.2.3

For docker you can create image out of following Dockerfile : https://gist.github.com/milinddeore/ec24a09d98bb9b1ddc815a7b11082460 Or directly pull the existing image : docker pull mdeore/fastai_0_7_0