Neural Graph Collaborative Filtering, SIGIR2019

Materials for DGL hands-on tutorial in WWW 2020

天猫超市茅台抢票功能

NLP for human. A fast and esay-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Learning embeddings for classification, retrieval and ranking.

System design interview for IT companies

Java后端面试资料；Leetcode；后端研发资料；各大厂架构开发学习资源；精华机器学习，NLP，图像识别等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

Source code and dataset for KDD 2019 paper "Towards Knowledge-Based Personalized Product Description Generation in E-commerce"

Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.

A unified approach to explain the output of any machine learning model.

Deep Matching, Correlation and Prediction (DeepMCP) Model

Lime: Explaining the predictions of any machine learning classifier

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Ne…

自动驾驶系统实现

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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

Go AI program which implements the AlphaGo Zero paper

Open-source implementation of Google Vizier for hyper parameters tuning

Deep Learning Pipelines for Apache Spark

An industrial deep learning framework for high-dimension sparse data

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

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）

TensorFlow Script

Everything about Transfer Learning and Domain Adaptation--迁移学习

TensorFlow API for the Scala Programming Language

TensorFlowOnSpark brings TensorFlow programs onto Apache Spark clusters

accessible AutoML for deep learning.

Seminars DeepBayes Summer School 2018