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ad-papers

Papers on Computational Advertising

afn-aaai-20

Source codes for our AAAI'20 paper: Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions

als_cython

awesome-automl

Curating a list of AutoML-related research, tools, projects and other resources

awesome-machine-learning

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

book

All programming languages books

deap

Distributed Evolutionary Algorithms in Python

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

glob

Go glob

jieba

结巴中文分词

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

libmtl

A PyTorch Library for Multi-Task Learning

machinelearning

Machine Learning in Action（机器学习实战）

machinelearning-1

Machine learning resources

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

minet

MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.

multiobjectiveoptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neuralsort

Code for "Stochastic Optimization of Sorting Networks using Continuous Relaxations", ICLR 2019.

nmt

TensorFlow Neural Machine Translation Tutorial

paradance

Offers a toolset for comprehensive, multi-faceted large-scale data analysis and optimizations

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

rbm_cf

rbm collaborative filtering

recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

rspapers

Must-read papers on Recommender System.

spacevim

A community-driven modular vim distribution - The ultimate vim configuration

stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.