Minghui's repositories
Twitter-LDA
Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)
EasyTexMiner
A PyTorch Toolkit for NLP Applications
EasyDistill
A Distillation Toolkit for NLP and Cross-modality Applications
EasyTransfer
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
awesome-rl
Reinforcement learning resources curated
BERT-related-papers
BERT-related papers
bert_hae
BERT with History Answer Embedding for Conversational Question Answering
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
David-Silver-Reinforcement-learning
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
DeepFL
Deep Learning with Federated Learning
dilated-cnn-ner
Dilated CNNs for NER in TensorFlow
EasyCV
An all-in-one toolkit for computer vision
FedFinance
Federated Learning for Finance
gated-attention-reader
Tensorflow/Pytorch implementation of Gated Attention Reader
minghui.github.io
Source code for Liu Yang's personal websites, forked from mmistakes/minimal-mistakes
Multitask-and-Transfer-Learning
Benchmark and build RL architectures that can do multitask and transfer learning.
NeuralResponseRanking
Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)
one_shot_text_labeling
code and data for paper "One-shot Text Field Labeling using Attention and BeliefPropagation for Structure Information Extraction"
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
TensorFlow-Pointer-Networks
TensorFlow implementation of Pointer Networks
tensorforce
TensorForce: A TensorFlow library for applied reinforcement learning
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need