romanbrickie Goto Github PK

ad-papers

Papers on Computational Advertising

advertising-paper-list

ai-system

Resources for AI System Education

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

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-deep-reinforcement-learning

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

awesome-deep-reinforcement-learning-in-finance

🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market.

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awesome-math

A curated list of awesome mathematics resources

awesome-recsys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

awesome-rl

Reinforcement learning resources curated

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

benchmarking-gnns

Repository for benchmarking graph neural networks

bpr

Experiments codes for WWW 2018 Poster paper "An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data "

competitive-recsys

A collection of resources for Recommender Systems (RecSys)

course-gitbook

Full Stack Deep Learning Online Course

ctrmodel

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

cudf

cuDF - GPU DataFrame Library

debugging-ml-talk

Code accompanying the "Debugging machine learning in production" talk

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

deep-learning-illustrated

Deep Learning Illustrated (2019)

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

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,NFFM

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearningbookqa_cn

深度学习面试问题 回答对应的DeepLearning中文版页码

deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

deeprec-1

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone