xuman-Amy's starred repositories
mixture-of-experts
PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert4keras
keras implement of transformers for humans
WeChatExtension-ForMac
Mac微信功能拓展/微信插件/微信小助手(A plugin for Mac WeChat)
Alzheimer-Prediction-Review
review of Alzheimer's disease prediction paper
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
tensorflow_models_learning
tensorflow GoogleNet inception V1 V2 V3 V4
awesome-neural-models-for-semantic-match
A curated list of papers dedicated to neural text (semantic) matching.
preprocessing
数据预处理之缺失值处理，特征选择
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
voxelmorph
Unsupervised Learning for Image Registration
awesome-bert
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
python-crf
Python implementation of linear-chain conditional random fields.
linear_chain_crf
A HMM-like linear-chain CRF, used Tensorflow API. :hatching_chick:
transformer-word-segmenter
Sequence labeling base on universal transformer (Transformer encoder) and CRF; 基于Universal Transformer + CRF 的中文分词和词性标注
Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
DeepLearning_NLP
基于深度学习的自然语言处理库
ChineseNER
中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF
multi-criteria-cws
Simple Solution for Multi-Criteria Chinese Word Segmentation