assazzin-01/akeed-restaurant-recommendation

Rank 5/242

Akeed Restaurant Recommendation Challenge

Brief Description

The objective of this challenge is to build a recommendation engine to predict what restaurants customers are most likely to order from given the customer location, restaurant information, and the customer order history., have a look on Zindi.

How to run the code

#### 1- Run 'LGBM_AZER/LGBM_without_categ_features_STABLE.ipynb'
#### 2- Run 'LGBM_AHMED/Akeed_LGB_ALL_DATA_Ahmed.ipynb'
#### 3- Run 'LGBM_Nacir/NACIR_LGBM_BINARY_FLOATS.ipynb'
#### 4- Run 'Xgboost/XGBOOST.ipynb'
#### 5- Run 'BEST_SCORE.ipynb'

On the Leaderboard

Look for the team named : SidiSahbi
Rank : 5/242

Authors

Name	Zindi ID	Github ID
Ahmed Attia	@ahmedattia	@ahmedattia
Nacir Bouazizi	@patata	@NacirB
Azer KSOURI	@ASSAZZIN	@Az-Ks