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ad-papers

Papers on Computational Advertising

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alphafm

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

bert

TensorFlow code and pre-trained models for BERT

bosen

Parallel ML System - Bosen project

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

concurrentqueue

A fast multi-producer, multi-consumer lock-free concurrent queue for C++11

ctr

The famous algrithoms for click through rate for recommendation

ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

cuda-cs344

My solutions to Udacity's Parallel Programming course (CS 344)

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dlib

A toolkit for making real world machine learning and data analysis applications in C++

dmlc-core

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

fasttext

Library for fast text representation and classification.

graphchi-cpp

GraphChi's C++ version. Big Data - small machine.

graphxinaction

Book <Spark GraphX In Action> code and resources.

hopscotch-map

C++ implementation of a fast hash map and hash set using hopscotch hashing

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

leetcode

LeetCode题解，151道题完整版

libffm

A Library for Field-aware Factorization Machines

lightctr

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine Learning, Deep Learning and Philosophy of Parameter Server or Ring-Reduce Collective communication.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

lingvo

Lingvo

machine_learning_study

Record my machine learning study

ml_cia

公众号机器学习荐货情报局所有代码

multiverso

Parameter server framework for distributed machine learning

node2vec