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graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

graphneuralnetwork-1

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

graphsage-pytorch

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

graphsage-simple

Simple reference implementation of GraphSAGE.

greaselm

[ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

guide-rpc-framework

A custom RPC framework implemented by Netty+Kyro+Zookeeper.（一款基于 Netty+Kyro+Zookeeper 实现的自定义 RPC 框架-附详细实现过程和相关教程。）

how-to-implement-a-db-like-sqlite

javafamily

【Java面试+Java学习指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

jointlk

langchain-chatglm

langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识库的 ChatGLM 问答

lihang-code

《统计学习方法》的代码实现

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

moa

Mixture of Attention Heads

nlp-beginner

NLP上手教程

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

notebooks

pdf

编程电子书，电子书，编程书籍，包括C，C#，Docker，Elasticsearch，Git，Hadoop，HeadFirst，Java，Javascript，jvm，Kafka，Linux，Maven，MongoDB，MyBatis，MySQL，Netty，Nginx，Python，RabbitMQ，Redis，Scala，Solr，Spark，Spring，SpringBoot，SpringCloud，TCPIP，Tomcat，Zookeeper，人工智能，大数据类，并发编程，数据库类，数据挖掘，新面试题，架构设计，算法系列，计算机类，设计模式，软件测试，重构优化，等更多分类

pic_repo

图床

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

promptcraft-robotics

Community for applying LLMs to robotics and a robot simulator with ChatGPT integration

qagnn

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

react

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

reflexion

Reflexion: an autonomous agent with dynamic memory and self-reflection

reflexion-human-eval

An implementation of a Reflexion agent for SOTA Human-Eval Python results.

rwkv-lm

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

scm4llms

superadapters

Finetune ALL LLMs with ALL Adapeters on ALL Platforms!

system-design

Learn how to design systems at scale and prepare for system design interviews