SuperAlexander

algorithm

algorithm4interviewpractice

athena

:notebook:Java后端知识图谱

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

collaborative-rnn

A TensorFlow implementation of the collaborative RNN (Ko et al, 2016).

Deep-Learning

deepnet

Implementations of CNNs, RNNs and cool new techniques in deep learning from scratch

emnlp2017-relation-extraction

Context-Aware Representations for Knowledge Base Relation Extraction

gae

Implementation of Graph Auto-Encoders in TensorFlow

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gconvRNN

Graph convolutional recurrent neural network

image_captioning

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

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

joeynmt

Minimalist NMT for educational purposes

joint

Joint Source-Target Self Attention with Locality Constraints

ML-Tutorial-Experiment

Coding the Machine Learning Tutorial for Learning to Learn

models

Models and examples built with TensorFlow

ner-lstm

Named Entity Recognition using multilayered bidirectional LSTM

nlstm

Nested LSTM Cell

nmtpytorch

Neural Machine Translation Framework in PyTorch

nn4nlp2017-code

Code Samples from Neural Networks for NLP

predicting-poverty

Combining satellite imagery and machine learning to predict poverty

pytorch-kaggle-amazon-space

Kaggle竞赛方案(PyTorch)：用卫星数据跟踪亚马逊热带雨林人类足迹 Pytorch solution for Planet: Understanding the Amazon from Space https://www.kaggle.com/c/planet-understanding-the-amazon-from-space

R2CNN_FPN_Tensorflow

R2CNN: Rotational Region CNN Based on FPN (Tensorflow)

ResCNN_RelationExtraction

Deep Residual Learning for Weakly-Supervised Relation Extraction: https://arxiv.org/abs/1707.08866

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

text_classification

all kinds of text classificaiton models and more with deep learning

TextAnalysis.jl

Julia package for text analysis

tf-image-classification

cnn for classification

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

transferlearning

Resources and codes about transfer learning and domain adaptation--迁移学习