xubujie / datascience_utils

Collect utils for kaggle competition

kaggle

Collect utils for kaggle competition. The utils will include the following components:

For tabluar competitions

• seeding, memory saving
• feature engineering utils
• time series utils
• optuna examples
• k-fold lightgbm, xgboost, catboost examples
• structured nn and lstm examples
• embedding example

For CV competitions

• Classification pipeline
• Segmentation pipeline
• GAN
• TBD

For NLP Competitions

• RNN(LSTM) with semi supervised learning