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Will Wang's repositories

data-structures-and-algorithms

数据结构和算法

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ps-dnn

这是一个基于参数服务器（Parameter Server）PS-Lite的分布式深度学习训练和预测框架

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EasyRec

A framework for large scale recommendation algorithms.

Language:PythonApache-2.0000

DeepCTR

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

Apache-2.0000

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

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causalml

Uplift modeling and causal inference with machine learning algorithms

NOASSERTION000

security

网络安全相关

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WeChat_Big_Data_Challenge

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DLModels

【最新版】深度学习模型（推荐场景CTR预估为背景）, 使用estimator进行封装, 包括dnn、deepfm、din、dinfm、autoint等模型

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estimator

TensorFlow Estimator

Apache-2.0000

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

Apache-2.0000

DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

GPL-3.0000

ResumeSample

Resume template for Chinese programmers . 程序员简历模板系列。包括PHP程序员简历模板、iOS程序员简历模板、Android程序员简历模板、Web前端程序员简历模板、Java程序员简历模板、C/C++程序员简历模板、NodeJS程序员简历模板、架构师简历模板以及通用程序员简历模板

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