Big Data Analytics - Spark and Machine Learning Examples

主流推荐系统Rank算法的实现

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

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.

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

Open weights LLM from Google DeepMind.

The official PyTorch implementation of Google's Gemma models

Llama中文社区，Llama3在线体验和微调模型已开放，实时汇总最新Llama3学习资料，已将所有代码更新适配Llama3，构建最好的中文Llama大模型，完全开源可商用

The road to hack SysML and become an system expert

Adaptive Graph Convolutional Recurrent Network

A federated learning framework to support scalable and reproducible research

A probabilistic voxelmap-based LiDAR-Inertial Odometry.

Official code for the TIFS 2022 paper "Towards Private Learning on Decentralized Graphs with Local Differential Privacy."

Representation learning on large graphs using stochastic graph convolutions.

An easy-to-use federated learning platform

autodp: A flexible and easy-to-use package for differential privacy

Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"

Versatile framework for multi-party computation

An Industrial Grade Federated Learning Framework

北京航空航天大学(北航)课程作业资料共享计划

taxi-demand prediction model using deep learning

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

Summary of open source code for deep learning models in the field of traffic prediction

Traffic data processing tools in LibCity

Paper list in traffic prediction field