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ad-papers

Papers on Computational Advertising

alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-uplift-model

🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】

bashrc

Simple but cute and helpful bash settings

big-data-resources

:boom:大数据/数据挖掘/推荐系统/机器学习相关资源

books

【编程随想】收藏的电子书清单（多个学科，含下载链接）

char-level-cnn-mx

cnn-text-classification-mx

cola

A distributed crawling framework.

cracking-the-coding-interview

Solutions for the book: Cracking the coding interview V4. Written in C++.

custom-optimizer-in-tensorflow

Custom Optimizer in TensorFlow(定义你自己的Tensorflow Optimizer)

data

datasets

datasketch

MinHash, LSH, Weighted MinHash, b-bit MinHash, HyperLogLog, HyperLogLog++

deep-learning-demo

记录小润学习的深度学习相关，首先是 Caffe、TensorFlow、Theano、Keras 框架，之后再补充 Torch

deepctr

This project contains several DNN models for for CTR/CVR implenmented with tf and keras

deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind

deeplearningbook

MIT Deep Learning Book in PDF format

distribute_crawler

使用scrapy,redis, mongodb,graphite实现的一个分布式网络爬虫,底层存储mongodb集群,分布式使用redis实现,爬虫状态显示使用graphite实现

dml

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

draft

eeuen

code for "Addressing Exposure Bias in Uplift Modeling forLarge-scale Online Advertising"

fast_rgf

Multi-core implementation of Regularized Greedy Forest

fm-spark-ada

Spark FM with Adagrad and Adam solver

funnlp

hacker-scripts

Based on a true story

hao

好东西传送门

kaggle-2014-criteo

kaggle-avito

https://www.kaggle.com/c/avito-context-ad-clicks/forums