kinglai Goto Github PK

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn-weibo-classification

compare-aggregate

复现《A Compare-Aggregate Model for Matching Text Sequences》论文 via Tensorflow

crspapers

Conversational Recommender System (CRS) paper list. 对话推荐系统论文列表

ctr_prediction

CTR prediction using FM FFM and DeepFM

data-algorithms-book

MapReduce, Spark, Java, and Scala for Data Algorithms Book

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeprec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

fasttext

Library for fast text representation and classification.

flasky

Companion code to my O'Reilly book "Flask Web Development".

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gbdt

A simple GBDT in Python

gem

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

god-of-bigdata

专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...

har-stacked-residual-bidir-lstms

Human Activity Recognition (HAR) using stacked residual bidirectional-LSTM cells (RNN) with TensorFlow. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

hitune

HiTune is a Hadoop performance analyzer. See trouble shooting and known issues here

infersent

Sentence embeddings (InferSent) and training code for NLI.

irgan

IRGAN SIGIR paper experimental code

kaggle

kaggle实战

kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

kaggle_higgs

My winning solution for Kaggle Higgs Machine Learning Challenge (single classifier, xgboost)

kb4rec

This is the data for KB4Rec

matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

models

Models built with TensorFlow

nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017