Pinned Repositories
2020CCF-BDCI-Spatial-temporal-Road-Condition-Prediction
AliNet
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020
Austin-weather-prediction-using-LSTM
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
Awsome-Multi-modal-based-PHM
Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测,持续更新)
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Bidirectional-LSTM-and-Convolutional-Neural-Network-For-Temperature-Prediction
We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.
CausalPINNs
Seq2seq-LSTM-load-prediction-with-weather
Final project for Machine learning in Power system
w1074098501's Repositories
w1074098501/AliNet
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020
w1074098501/Austin-weather-prediction-using-LSTM
w1074098501/Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
w1074098501/Chinese-Text-Classification-Pytorch
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
w1074098501/Clustered_CCRF_model
The implementation of proposed model in paper Yi, F., Yu, Z., et al. An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. In 2018 IEEE International Conference on Data Mining (ICDM) (pp. 1386-1391). IEEE.
w1074098501/curve-gcn
Official PyTorch code for Curve-GCN (CVPR 2019)
w1074098501/deepke
基于深度学习的开源中文关系抽取框架
w1074098501/DeepSTN
Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
w1074098501/DLWP
Deep Learning Weather Prediction
w1074098501/GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
w1074098501/GHI-prediction
PyTorch Code for running various time series models for different time stamps and confidence intervals for Solar Irradiance prediction.
w1074098501/GNNPapers
Must-read papers on graph neural networks (GNN)
w1074098501/GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
w1074098501/IIP_TwoS_Saliency
Video Saliency Prediction Based on Spatial- Temporal Two-Stream Network (TCSVT2018)
w1074098501/kglib
Grakn Knowledge Graph Library (ML R&D)
w1074098501/models
Pre-trained and Reproduced Deep Learning Models (『飞桨』官方模型库,包含多种学术前沿和工业场景验证的深度学习模型)
w1074098501/MSSTN
MSSTN: Multi-Scale Spatial-Temporal Network for Air Pollution Prediction
w1074098501/MyCSDN_Blog
some naive code
w1074098501/NLP_Toolkit
Library of state-of-the-art models (PyTorch) for NLP tasks
w1074098501/nlp_xiaojiang
自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用
w1074098501/NLPIR
w1074098501/Physics-Informed-Neural-Networks-for-Power-Systems
w1074098501/pygcn
Graph Convolutional Networks in PyTorch
w1074098501/robustSpatialTemporalForecasting
Robust Incident Prediction (based on Mukhopadhyay et al. "Robust Spatial-Temporal Forecasting (UAI 2020)"
w1074098501/Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
w1074098501/T-GCN
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
w1074098501/texstudio
TeXstudio is a fully featured LaTeX editor. Our goal is to make writing LaTeX documents as easy and comfortable as possible.
w1074098501/video_prediction
video prediction based on spatial-temporal fusion and non-local block
w1074098501/Weather-prediction
Predicting time series weather data using bidirectional LSTM
w1074098501/wgc-lstm
A tensorflow implementation of the model proposed in the 2018 ICDM paper titled "A Low Rank Weighted Graph Convolutional Approach to Weather Prediction"