Yu-Long Tsai's repositories
High-Cardinality-Categorical-Featue-Handling
Use Neural Network embedding to extract information from high cardinality features to boost your model performance!
pandas_101
Pandas 101 各題詳解，優化了可讀性，使用向量化，增加使用場景及實用技巧。
CS239S_ML_System_Design
Yu Long's note about Stanford CS239S Machine Learning System Design
pyspark_101
Yu Long's note about spark and pyspark
DataScience101
Yu Long's note about data science
DataEngineering101
Yu Long's note about data engineering
TSTAR_forum_crawling
從資料科學家的觀點學習爬蟲、資料庫、實作輿情資料爬取建置、每日更新。
airflow_101
yulong's note about airflow
airfly
Auto Generate Airflow's dag.py On The Fly
cicd
Yu Long's note about CICD and DevOps
cs246_mining_massive_datasets
yulong's note about cs246_mining_massive_datasets
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
DeepMatch
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
demo_airfly
Yu Long's note about airfly (generate dag.py on the fly)
docker_cheatsheet
Yu Long's docker cheatsheet
elastic_search_cheatsheet
elastic_search_cheatsheet
fastapi_101
yu long's note about FastAPI
jupyter_workstation
yu long's note about jupyter workstation
multi-armed-bandits-for-recommendation-systems
implement basic and contextual MAB algorithms for recommendation system
python_best_practice_for_development
yulong's note about best practice for development using python
RecommendationSystem-Word2vec
Recommendation system for customers in an E-commerce site based on Word2Vec embeddings
spotify_lib
using spotify webapi to create some interesting project
SQL_for_Business_analytics
yulong's note about datacomp SQL courses, focus on Business_analytics domain
statistics_101
yulong's note about statistics
weekly_sharing_101
1 concept a week, become a better yourself.