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awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

blades

ccf-deadlines

⏰ Track deadlines of conferences recommended by CCF / Please star this project, thanks~

chatgptsc

cml

Contract Modeling Language

cot-igniting-agent

This repository contains the paper list for the paper: Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents

cuad

CUAD (NeurIPS 2021)

federated-learning

fednh

Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.

fedper

PyTorch implementation of FedPer (Federated Learning with Personalization Layers).

fedtree

A tree-based federated learning system (MLSys 2023)

grammar-prompting

Grammar Prompting for Domain-Specific Language Generation with Large Language Models

isyn

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llmsninestorydemontower

【LLMs九层妖塔】分享一下打怪(ChatGLM、Chinese-LLaMA-Alpaca、MiniGPT-4、FastChat、LLaMA、gpt4all等)实战与经验，

llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

machine-learning-diff-private-federated-learning

Simulate a federated setting and run differentially private federated learning.

ndss21-model-poisoning

Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"

niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

ntptutorial

Tutorial on neural theorem proving

on-demand-ie

Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction

programming-dp

ps-fuzz

Make your GenAI Apps Safe & Secure :rocket: Test & harden your system prompt

quixbugs

A multi-lingual program repair benchmark set based on the Quixey Challenge

rfa

Robust aggregation for federated learning with the RFA algorithm.

rofl-project-code

sgao999.github.io

Sheng Gao's Homepage

survey-llm

A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code

symboleo2sc-demo