taokz

BiomedGPT

BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks

FedR

Official codes for paper "Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation"

FeDepth

Implementation of [Memory-adaptive Depth-wise Heterogenous Federated Learning]

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

AI-Product-Index

A curated index to track AI-powered products.

autogen

Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

BioGPT

biomedical

Tools for curating biomedical training data for large-scale language modeling

ChatDoctor

coco-caption

deit

Official DeiT repository

FedML

FedML - The federated and distributed machine learning library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed training, cross-device federated learning on smartphones/IoTs, cross-silo federated learning on data silos, and research simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. FedML’s core technology is backed by years of cutting-edge research represented in 50+ publications in ML/FL Algorithms, Security/Privacy, Systems, and Applications, as well as 10 years of industrial experience in Distributed Systems, Cloud Computing, and Mobile/IoT Systems.

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

FastChat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

Medical-Question-Understanding

Repository for 3 papers on Summarization and Entailment for Medical User-Generated Questions.

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

msrflute

Federated Learning Utilities and Tools for Experimentation

oasis-scripts

Example download scripts for the OASIS3 project

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

poetry

最全的汉语现代诗歌语料库整理，2K+诗人，42K+诗歌，8M+字，包括五四至今的所有流派。持续扩充...

pytorch-frame

Tabular Deep Learning Library for PyTorch

rayeren.github.io

My personal homepage

taokz

taokz.github.io

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

unified-io-inference

UnifiedSKG

[EMNLP 2022] A Unified Framework and Analysis for Structured Knowledge Grounding with Text-to-Text Language Models

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch