存放推荐算法相关代码、文档、资料

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

chatglm多gpu用deepspeed和

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

基于ChatGLM-6B + LoRA的Fintune方案

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

ChatGLM-6B：开源双语对话语言模型 | An Open Bilingual Dialogue Language Model

Python Spark - Isotonic Regression using Pool Adjacent Violator (PAV )

Pool-adjacent-violators Algorithm, Isotonic Regression

A Multi-View DSSM for Recommendation System with tensorflow estimator.

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

Predict stock with LSTM supporting pytorch, keras and tensorflow

Deep structured semantic model

EGES多卡的简单实现

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

对苏神的bert4keras的实现原理和矩阵运算进行详细的注释，方便学习；bert4keras链接：https://github.com/bojone/bert4keras

Bert-classification and bert-dssm implementation with keras.

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存 www.jionlp.com

专注于可解释的NLP技术 An NLP Toolset With A Focus on Explainable Inference

my machine learning records

Neural Graph Collaborative Filtering, SIGIR2019

Best Practices on Recommendation Systems

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

Resources for the paper "NPA: News Recommendation with Personalized Attention"

Recommendation based on sequence