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2sigma

Solution for 2sigma

ad-papers

Papers on Computational Advertising

avazu

categorical-encoding

A library of sklearn compatible categorical variable encoders

causalml

Uplift modeling and causal inference with machine learning algorithms

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`

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

java

27天成为Java大神

javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

kaggle-avazu

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

kaggle_click-through-rate_prediction

This repository contains python code for Kaggle competition: Avazu CTR Prediction Contest

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)

miesys

A minimal display advertising system.

mtgbmcode

mtgbmcode

news_classification_nb-svm

numpy_exercises

Numpy exercises.

python

All Algorithms implemented in Python

risk-management-note

风险控制笔记，适用于互联网企业

seaborn

Seaborn 学习笔记

sklearnlab

Machine Learning using scikit-learn