Stars
Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2
Code implementation of the paper "InferDPT: Privacy-preserving Inference for Black-box Large Language Models", which perturbs prompts sent to LLM server to protect the privacy of client's data privacy
The implementation of the paper "A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning".
The implementation of FedCG algorithm, published in the paper "FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning"
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
The implementation of the FedCVT algorithm, published in the paper "FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training"
The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning".
LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.
The implementation of the PrADA algorithm published in the paper "Privacy-preserving Federated Adversarial Domain Adaptation over Feature Groups for Interpretability"
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL…
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
Comprehensive and timely acad 7E3F emic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
A Graph Neural Network project on HIV data
Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Source code accompanying O'Reilly book: Machine Learning Design Patterns