rongchen89's repositories
ASReP
Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.
bert
TensorFlow code and pre-trained models for BERT
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services
BiNE
BiNE: Bipartite Network Embedding
CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
deep_learning-1
Basic Deep Learning
deep_neural_networks_for_youtube_recommendations
根据deep_neural_networks_for_youtube_recommendations文章用tensorflow搭建dnn，然后用org.tensorflow加载模型并用spark预测
deeplearning
深度学习相关的模型训练、评估和预测相关代码
dssm
DSSM and Multi-View DSSM
ERNIE
An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)
euler
A distributed graph deep learning framework.
faiss
A library for efficient similarity search and clustering of dense vectors.
GNNPapers
Must-read papers on graph neural networks (GNN)
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
Jiagu
Jiagu深度学习自然语言处理工具 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要
K-BERT
Source code of K-BERT
KDD2019-MEIRec
KDD2019-Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation
models-1
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）
neural_graph_collaborative_filtering
Neural Graph Collaborative Filtering, SIGIR2019
nmt
TensorFlow Neural Machine Translation Tutorial
papernote
paper note, including personal comments, introduction, code etc
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
SASRec
SASRec: Self-Attentive Sequential Recommendation
Sequence-Semantic-Embedding
Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等