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2018-tencent-ad-competition-baseline

2018腾讯广告算法大赛baseline 线上0.73

algorithm

Algorithm in Data Mining

blb

An ASP specializer for statistical bootstrapping

book

关于技术类的电子书，为了去中心化，保存在git上，不至于丢失，[侵删]

causal-inference-tutorial

Repository with code and slides for a tutorial on causal inference.

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

ctr-keras

Tensorflow2.x implementations of CTR（LR、FM、FFM)

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

distributed-statistical-computing

Computer Code and Statistical Cases for book: Distributed Statistical Computing for Big Data (大数据分布式计算与案例——李丰著)

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

free-programming-books

免费的计算机书籍资源，欢迎投稿添加

hadoop_study

定期更新Hadoop生态圈中常用大数据组件文档 重心依次为: Flink Solr Sparksql ES Scala Kafka Hbase/phoenix Redis Kerberos (项目包含hadoop思维导图 印象笔记 Scala版本简单demo 常用工具类 去敏后的train code 持续更新!!!)

incremental_decision_tree-cart-random_forest_python

incremental CART decision tree, based on the hoeffding tree i.e. very fast decision tree (VFDT), which is proposed in this paper "Mining High-Speed Data Streams" by Domingos & Hulten (2000). And a newly extended model "Extremely Fast Decision Tree" (EFDT) by Manapragada, Webb & Salehi (2018). Added new implementation of Random Forest

learning

for learning

opencv

Open Source Computer Vision Library

readings

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

statistic

collecting books, papers and docs.

study-1

公务员考试

text-mining-course

Course Notes for Text Mining - Prof. Peter Organisciak

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

xview2

Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Evaluation Only". Ranked ranked 40th on leaderboard before unverified code was removed.