Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.

An implementation trying to reproduce "Graph contextualized self-attention network for session-based recommendation" based on SR-GNN code.

Bag of MLP

The offical implements of paper "Context-aware Graph Embedding with Gate and Attention for Session-based Recommendation"

Session-based Recomendation Baselines

This is the official repository of the paper "Performance Comparison of Session-based Recommendation Algorithms based on Graph Neural Networks"

Source code of ACM TOIS accepted paper "Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation"

机器学习笔记和算法的python代码实现，学习的课程包括Andrew Ng 和林轩田的Machine Learning的课程，以及周志华的《机器学习》和李航的《统计学习方法》等电子书。

Build large language model (LLM) apps with Python, ChatGPT and other models. This is the companion repository for the book on generative AI with LangChain.

Transformers 库快速入门教程

An awesome & curated list of best LLMOps tools for developers

Ultimate Large Language Models (LLMs) for Enterprises with Python, published by Orange, AVA™

Deep Learning for Natural Language Processing - Lectures 2023

论文里可以用到的实验图示例

An other implementation of GRU4REC using PyTorch

Gemma-SFT, gemma-2b/gemma-7b微调(finetune,transformers)/LORA(peft)/推理(inference)

The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

prompt engineering ，llm，text2sql

RAG+ChatGPT+LangChain搭建本地知识库文档问答系统

本项目旨在分享人工智能相关应用技术以及实战经验，包括大模型、语音合成、数字人、图像生成等。

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

Commented templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols

Fast and memory-efficient exact attention

GRAIN: Gradient-based Intra-attention Pruning on Pre-trained Language Models

中国大模型

A list of awesome papers and resources of recommender system on large language model (LLM).

Large Language Model-enhanced Recommender System Papers