This repository organizes materials, recordings, and schedules related to AI-infra learning meetings.

Encapsulate the frequently used AVX instructions as independent modules to reduce repeated development workload.

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

An open-source C++ library developed and used at Facebook.

A curated reading list of research in Mixture-of-Experts(MoE).

Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

Concurrent CPU-GPU Programming using Task Models

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

using bilstm-crf,bert and other methods to do sequence tagging task

high-performance graph database for real-time use cases

Representation learning on large graphs using stochastic graph convolutions.

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

A list of all named GANs!

The learning of the GraphNeuralNetwork

Sample Code for Gated Graph Neural Networks

Code for my blog:

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Dynamic seq2seq in TensorFlow, step by step

Aerospike Database Server – flash-optimized, in-memory, nosql database

👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

对知识库Wikidata的爬虫以及数据处理脚本 将三元组关系对齐到语料库的脚本 获取知识图谱数据的脚本

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

DBpedia Open Text Extraction Challenge - a never ending knowledge acquisition spiral

self complement of baike knowledge base info-box extraction by online analysis.基于互动百科,百度百科,搜狗百科的词条infobox结构化信息抽取,百科知识的融合

From Natural Language Text to Graph Database