ZixuanGuo's repositories
categorical-encoding
A library of sklearn compatible categorical variable encoders
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
CommunityDetection
复杂网络社区发现算法、评价指标、常用数据集整理
ctr-prediction
Code for the Click-Through Rate Prediction Kaggle challenge from Avazu
ctrPredict
ctr prediction project
gbdt_lr_in_recsys
Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.
hello-world
Starting~~
HumanOrRobot
a solution for competition of kaggle `Human or Robot`
kaggle-click-through-rate
Kaggle: click through rate prediction , https://www.kaggle.com/c/avazu-ctr-prediction/data
Kaggle-Titanic
Trying out LightGBM on Kaggle's Titanic dataset
LGBMRegressor
A simple implementation to regression problems using Python 2.7 and LightGBM
LightGBM-GBDT-LR
a python code of applying GBDT+LR for CTR prediction
MachineLearning
Mahchine Leaning in Action (python)
numpy_exercises
Numpy exercises.
risk-management-note
风险控制笔记,适用于互联网企业
spark-sklearn
Scikit-learn integration package for Spark
Tencent2017_Final_Coda_Allegro
腾讯2017社交广告源码(决赛排名第23位)
Tencent2017_Final_Rank28_code
2017第一届腾讯社交广告高校算法大赛Rank28_code
Tencent_Social_Ads
第一届腾讯社交广告高校算法大赛(决赛14名)
tensorflow
Computation using data flow graphs for scalable machine learning
tsa-contest-baseline
Some baselines for TSA Contest: http://algo.tpai.qq.com
ud120-projects
Starter project code for students taking Udacity ud120