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ai-edu

AI education materials for Chinese students, teachers and IT professionals.

algorithms

awesome_deep_learning_interpretability

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

banksystem

Lab for Database course, 2022spring （金培权老师数据库）

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

blockchainlab-2022

blog

**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

cminusf-compiler

Compiler cousrse (李诚老师编译原理), 2021 fall, USTC

debias

Recommendation Debias 论文复现

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

dnakg

ds-report

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

fednewsrec

Data and code of our paper "Privacy-Preserving News Recommendation Model Learning"

front-end-notes

web开发笔记

jiayi.github.io

jiayiliao's personal homepage

jiayiliao.github.io

This is Jiayi Liao's homepage.

llama

Inference code for LLaMA models

llama-recipes

Examples and recipes for Llama 2 model

llara

newsrecommender

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

openke

An Open-Source Package for Knowledge Embedding (KE)

privacy-preserving-bandits

Privacy-Preserving Bandits (MLSys'20)

private_federated_linear_bandits

Accompanying code for the NeurIPS 2020 paper "Differentially-Private Federated Linear Bandits"

prompt-engineering-for-developers

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.

recommenders

Best Practices on Recommendation Systems