hhh's repositories
BDC2017
basic version
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
DeepLearningImplementations
Implementation of recent Deep Learning papers
DenseNet
DenseNet implementation in Keras
DenseNet-Keras
DenseNet Implementation in Keras with ImageNet Pretrained Models
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
FFM-tensorflow
FFM implement with tensorflow by Python
fishface-tuna
Outputs from Kaggle tuna fisheries competition sponsored by The Nature Conservancy
GNN_community
Implementation of the paper "Community Detection with Graph Neural Networks", by J. Bruna and L. Li
kaggle-quora-question-pairs
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
kaggle-toxic-starter
Extensible starter code for the Kaggle competition:
keras-attention-mechanism
Attention mechanism Implementation for Keras.
MatchPyramid-TensorFlow
A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.
neural_factorization_machine
TenforFlow Implementation of Neural Factorization Machine
PACE
Experiment code for Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI recommendation
PACE2017
A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.
Rental-Listing-Inquiries
kaggle:Two Sigma Connect: Rental Listing Inquiries--top1
Sarcasm-detector
Sarcastic sentence detector. Trained by sarcastic tweets.
Structured-Self-Attentive-Sentence-Embedding
An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., 2017).
Tencent_Social_Ads2017_Mobile_App_pCVR
Tencent Social Ads 2017 contest rank 20;2017腾讯社交广告高校算法大赛 移动App转化率预估 Rank20
text_classification
all kinds of text classificaiton models and more with deep learning
textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
VDCNN
Tensorflow Implementation of Very Deep Convolutional Neural Network for Text Classification
Very-Deep-Convolutional-Networks-for-Natural-Language-Processing
implementation of the paper Very Deep Convolutional Networks for Natural Language Processing in Tensorflow