feng's repositories
tensorflow-value-iteration-networks
TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
unreal
Reinforcement learning with unsupervised auxiliary tasks
sequence-labeling-BiLSTM-CRF
sequence-labeling-BiLSTM-CRF
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
gpsarsa
sub-domain dialogue management modeling with hierarchical reinforcement learning
tensorflow-deeplab-resnet
DeepLab-ResNet rebuilt in TensorFlow
tensorflow-resnet
ResNet model in TensorFlow
Semantic-CNN
Initializing Convolutional Filters with Semantic Features for Text Classification
hred-attention-tensorflow
An extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.
seq2seq
A general-purpose encoder-decoder framework for Tensorflow
tensorflow-fcn
An Implementation of Fully Convolutional Networks in Tensorflow.
ACER_tf
Implementation for ACER in tensorflow and sonnet by deepmind
paperwork
:paperclip: Using scanners and OCR to grep paper documents the easy way (Linux/Windows)
PyShortTextCategorization
Various Algorithms for Short Text Categorization
fastText
Library for fast text representation and classification.
tf-seq2seq
Sequence to sequence learning using TensorFlow.
ConText
ConText v4: Neural networks for text categorization
JWE
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
aixijs
AIXIjs - General Reinforcement Learning in the Browser
hierarchical-attention-networks
Document classification with Hierarchical Attention Networks in TensorFlow
async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning