louieyliu's repositories
Deep-Listwise-Context-Model-for-Ranking-Refinement
A Tensorflow implementation of the Deep Listwise Context Model (DLCM) for ranking refinement.
AlgoNotes
【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容
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
Alpaca-CoT
We extend CoT data to Alpaca to boost its reasoning ability. We are constantly expanding our collection of instruction-tuning data, and integrating more LLMs together for easy use. （我们将CoT数据扩展到Alpaca以提高其推理能力，同时我们将不断收集更多的instruction-tuning数据集,并在我们框架下集成进更多的LLM，打造一个通用的LLM-IFT平台。）
awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
awesome-chatgpt-zh
ChatGPT 中文指南，ChatGPT 中文调教指南，指令指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up!
bert
TensorFlow code and pre-trained models for BERT
deep-ctr-prediction
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
DeepMatch
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.
fast-map-dpp
Fast Greedy MAP Inference for DPP
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
kaggle
Kaggle 项目实战（教程） = 文档 + 代码 + 视频
generative-recommenders
Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).
LLaMA-Efficient-Tuning
Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan)
Llama2-Chinese
Llama中文社区，最好的中文Llama大模型，完全开源可商用
lm-human-preferences
Code for the paper Fine-Tuning Language Models from Human Preferences
machine_learning
Basic Machine Learning Introductory Documents
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
pyllama
LLaMA: Open and Efficient Foundation Language Models
Reflection_Summary
算法理论基础知识应知应会
RL4LMs
A modular RL library to fine-tune language models to human preferences
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-GANs
各类GAN综合在一起，借鉴了hwalsuklee大神的
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
Transformer-Translate-Demo
A translation model with Transformer, implement by pytorch, which is for learning Transformer.
trl
Train transformer language models with reinforcement learning.