Pinned Repositories
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
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
deeplearning-models
A collection of various deep learning architectures, models, and tips
G-Bert
Pre-training of Graph Augmented Transformers for Medication Recommendation
KERL
KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation
MetaPred
rainbow-is-all-you-need
Rainbow is all you need! Step-by-step tutorials from DQN to Rainbow
SHAN
Sequential Recommender System based on Hierarchical Attention Network
uctoronto's Repositories
uctoronto/Awesome-Domain-Generalization
Awesome things about domain generalization, including papers, code, etc.
uctoronto/BIOT
NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.
uctoronto/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.
uctoronto/COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
uctoronto/cvar_sensing
uctoronto/DreamRec
uctoronto/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).
uctoronto/fair-robust-selection
Sample Selection for Fair and Robust Training (NeurIPS 2021)
uctoronto/Graph_Toolformer
uctoronto/HGCF
Code for the WWW'21 paper "HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering"
uctoronto/intro_dgm
An Introduction to Deep Generative Modeling: Examples
uctoronto/KAMPNet
The proposed model called KAMPNet
uctoronto/KG-MTL
Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"
uctoronto/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
uctoronto/mamba
uctoronto/MedFM
Official Repository of NeurIPS 2023 - MedFM Challenge
uctoronto/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)。
uctoronto/MOSS-RLHF
MOSS-RLHF
uctoronto/PaddleSpatial
PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.
uctoronto/PyGCL
PyGCL: A PyTorch Library for Graph Contrastive Learning
uctoronto/PyHealth
A Deep Learning Python Toolkit for Healthcare Applications.
uctoronto/Qwen
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
uctoronto/REMed
REMed: Retrieval-Enhanced Medical prediction model
uctoronto/RETFound_MAE
RETFound - A foundation model for retinal image
uctoronto/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.
uctoronto/superhf
Open-source Human Feedback Library
uctoronto/time-series-papers
An up-to-date list of time-series related papers in AI venues.
uctoronto/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
uctoronto/Unicorn
[ECCV'22 Oral] Towards Grand Unification of Object Tracking
uctoronto/UnIVAL
Official implementation of UnIVAL: Unified Model for Image, Video, Audio and Language Tasks.