qqgeogor

kaggle-quora-solution-8th

kaggle_quora_benchmark

bytecup_solution

fm_pypy

fm model trained with sgd or adam accelerated by pypy

kaggle-quora-question-pairs

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

chainer-DCGAN

Chainer implementation of Deep Convolutional Generative Adversarial Network

data

Deep-Semantic-Similarity-Model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deform-conv

Deformable Convolution in TensorFlow / Keras

DenseNet

DenseNet implementation in Keras

elasticsearch-feature-vector-scoring

A simple scoring plugin for vector in Elasticsearch.

hierarchical-attention-networks

Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf

HyperGAN

A composable GAN(generative adversarial network) API and pip package. Fast, scalable, easy to use.

kaggletils

keras_bn_library

keras extended library

Language-Modeling-GatedCNN

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

light-ffm-scripts

luna16-1

luna16

naive-rete

Python RETE algorithm

Neural-Chatbot

A Neural Network based Chatbot

planet-kaggle-pytorch

PyFactorizationMachines

A Theano-based Python implementation of Factorization Machines (Rendle 2010).

pytorch-retraining

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

RCN

The code for Recombinator Networks paper.

Recipes

Lasagne recipes: examples, IPython notebooks, ...

Recurrent-Convolutional-Neural-Network-Text-Classifier

My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.

StackNet

StackNet is a computational, scalable and analytical Meta modelling framework

TensorFlow-VAE-GAN-DRAW

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification

ultrasound-nerve-segmentation-1

Kaggle Ultrasound Nerve Segmentation competition [Keras]