RosieHan

PracticalGuidetoRecSys

《互联网大厂推荐算法实战》资料库

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Chinese-CLIP

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

netron

Visualizer for neural network, deep learning and machine learning models

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

xeus-cling

Jupyter kernel for the C++ programming language

PaddleRec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

kaggle-2014-criteo

DeepInterestNetwork

SparkCTR

CTR prediction model based on spark(LR, GBDT, DNN)

Ad-papers

Papers on Computational Advertising

libffm

A Library for Field-aware Factorization Machines

faiss

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

alphaFM

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

SparrowRecSys

A Deep Learning Recommender System

DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

Shadowrocket-ADBlock-Rules

提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。

tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

docs4dev

后端开发常用框架文档及中文翻译，包含 Spring 系列文档（Spring, Spring Boot, Spring Cloud, Spring Security, Spring Session），大数据（Apache Hive, HBase, Apache Flume），日志（Log4j2, Logback），Http Server（NGINX，Apache），Python，数据库（OpenTSDB，MySQL，PostgreSQL）等最新官方文档以及对应的中文翻译。

Machine_Learning_Study_Path

机器学习过程中所看的书，视频和源码

Tips-of-Feature-engineering

A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!

Machine-Learning-From-Scratch

常用机器学习的算法简洁实现

pycon-2017-eda-tutorial

Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"

hello-algorithm

🌍 针对小白的算法训练 | 包括四部分：①.大厂面经 ②.力扣图解 ③.千本开源电子书 ④.百张技术思维导图（项目花了上百小时，希望可以点 star 支持，🌹感谢~）推荐免费ChatGPT使用网站