YANG AN's repositories
Awesome-Domain-Generalization
Awesome things about domain generalization, including papers, code, etc.
BIOT
NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.
clinical-trial-outcome-prediction
benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, accepted by Cell Patterns 2022.
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
easyFL
An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).
fair-robust-selection
Sample Selection for Fair and Robust Training (NeurIPS 2021)
HGCF
Code for the WWW'21 paper "HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering"
KAMPNet
The proposed model called KAMPNet
Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain
MedFM
Official Repository of NeurIPS 2023 - MedFM Challenge
MedicalGPT
MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。
MOSS-RLHF
MOSS-RLHF
PaddleSpatial
PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.
PyHealth
A Deep Learning Python Toolkit for Healthcare Applications.
REMed
REMed: Retrieval-Enhanced Medical prediction model
RETFound_MAE
RETFound - A foundation model for retinal image
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
superhf
Open-source Human Feedback Library
time-series-papers
An up-to-date list of time-series related papers in AI venues.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
UnIVAL
Official implementation of UnIVAL: Unified Model for Image, Video, Audio and Language Tasks.
zr-obp
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation