demon-jiehao Goto Github PK
Name: Jie Hao
Type: User
Bio: Researcher in NLP.
Location: USA
Name: Jie Hao
Type: User
Bio: Researcher in NLP.
Location: USA
some attention implements
Reinforcement learning resources curated
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.
Convolutional Neural Networks for Sentence Classification in Keras
CNNs for Sentence Classification in PyTorch
CNNs for sentence classification
:books: 技术面试必备基础知识
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
Personal Website
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)
Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
Experiments in PPI wiht RNNs and CNNs
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Simple Reinforcement learning tutorials
Bi-direction LSTM model for relation extraction with word representations composed by character-LSTM
Reinforcement Learning for Relation Classification from Noisy Data(AAAI2018)
Roadmap of DL and ML, some courses, study notes and paper summary
利用Python实现酒店评论的中文情感分析
Neural Relation Extraction implemented with LSTM in TensorFlow
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
机器学习相关教程
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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
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