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]

FuzzyFL

Implemented federated learning for binary classification (tabular data) with PyTorch. The data fuzzification technique and local differential privacy mechanism are applied to protect data privacy.

Web-Mining

text tokenization, part of speech, named entity recognition, vector space model, word embedding, text classification/clustering, sentiment mining, topic modeling, and application of deep learning in text analytics.

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.

BioGPT

biomedical

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

ChatDoctor

coco-caption

DataCompression

Data compression of English text using the compressed tries data structure.

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

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

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

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

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

speechless

LLM based agents with proactive interactions, long-term memory, external tool integration, and local deployment capabilities.

taokz

taokz.github.io

tuning_playbook

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

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