demon-jiehao Goto Github PK

attention

some attention implements

awesome-rl

Reinforcement learning resources curated

bert-nmt

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

cnn-for-sentence-classification-in-keras

Convolutional Neural Networks for Sentence Classification in Keras

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

cnn_sentence

CNNs for sentence classification

cs-notes

:books: 技术面试必备基础知识

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

demon-jiehao.github.io

Personal Website

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

ernie-1

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

ml-resources

modeling-structure-for-transformer-network

multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

ppi_with_lstm

Experiments in PPI wiht RNNs and CNNs

project2

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

relation-extraction-char-rnn

Bi-direction LSTM model for relation extraction with word representations composed by character-LSTM

relationclassification-rl

Reinforcement Learning for Relation Classification from Noisy Data(AAAI2018)

roadmap-of-dl-and-ml

Roadmap of DL and ML, some courses, study notes and paper summary

senti_analysis

利用Python实现酒店评论的中文情感分析

tensorflow-nre

Neural Relation Extraction implemented with LSTM in TensorFlow

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

torch_light

tutorials

机器学习相关教程