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algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

algorithm014-algorithm014

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

bert

TensorFlow code and pre-trained models for BERT

bert-pytorch

Google AI 2018 BERT pytorch implementation

book-1

cs books

book-csapp

深入理解计算机系统(Computer Systems: A Programmer's Perspective)

code_crush_cpp

comirec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

deepinterestnetwork

deeplearning

深度学习相关的模型训练、评估和预测相关代码

dien

dlrm

An implementation of a deep learning recommendation model (DLRM)

easyrec

A framework for large scale recommendation algorithms.

faiss

A library for efficient similarity search and clustering of dense vectors.

free-programming-books.pdf

📚 技术书籍 PDF 文件，持续更新

getting-started-with-google-bert

Build and train state-of-the-art natural language processing models using BERT

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

knowledge_distillation

bert蒸馏实践，包含BiLSTM蒸馏BERT和TinyBert

langgpt

LangGPT: Empowering everyone to become a prompt expert!🚀 Structured Prompt，Language of GPT, 结构化提示词，结构化Prompt

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese

massivemimobook

Book PDF and simulation code for the monograph "Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency" by Emil Björnson, Jakob Hoydis and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2017.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

one_epoch_phenomenon

This is the implementation of `Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models`, which is accepted by CIKM2022. The codes will be released soon.

oss

pairec

A Go web framework for quickly building recommendation online services based on JSON configuration.

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

papers

算法论文

ps-dnn

这是一个基于参数服务器（Parameter Server）PS-Lite的分布式深度学习训练和预测框架。This is a model training and prediction framework.1) It includes a complete set of processes such as sample generation, feature extraction, model training and prediction 2） It is lightweight, based on C++, and can be directly used for online business where tensorflow is too inconvenient 3)it suppo

recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.