GitHub

python3 first
copy all *csv files into data folder
install arboretum https://github.com/sh1ng/arboretum
install lightgbm
$ python3 create_products.py
$ python3 split_data_set.py
$ python3 orders_comsum.py
$ python3 user_product_rank.py
$ python3 create_prod2vec_dataset.py
$ python3 skip_gram_train.py
$ python3 skip_gram_get.py
$ python3 arboretum_cv.py # optional just to see CV
$ python3 lgbm_cv.py # optional...
$ python3 arboretum_submition.py # prediction with arboretum
$ python3 lgbm_submition.py # prediction with lgbm
merge probabilities from 'data/prediction_arboretum.pkl' and 'data/prediction_lgbm.pkl'
$ python3 f1_optimal.py
PROFIT!!!!!

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.idea		.idea
.gitignore		.gitignore
LICENSE		LICENSE
Product2VecSkipGram.py		Product2VecSkipGram.py
Readme.md		Readme.md
arboretum_cv.py		arboretum_cv.py
arboretum_submition.py		arboretum_submition.py
create_prod2vec_dataset.py		create_prod2vec_dataset.py
create_products.py		create_products.py
f1_optimal.py		f1_optimal.py
lgbm_cv.py		lgbm_cv.py
lgbm_submition.py		lgbm_submition.py
orders_comsum.py		orders_comsum.py
skip_gram_get.py		skip_gram_get.py
skip_gram_train.py		skip_gram_train.py
split_data_set.py		split_data_set.py
user_product_rank.py		user_product_rank.py
utils.py		utils.py

kimiyuki/imba