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alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

alphafm_softmax

Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.

alphaplm

Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

bert

TensorFlow code and pre-trained models for BERT

bert-pytorch

Google AI 2018 BERT pytorch implementation

book

Deep Learning 101 with PaddlePaddle

caffe

Caffe

cian

Implementation of the Character-level Intra Attention Network (CIAN) for Natural Language Inference (NLI) upon SNLI and MultiNLI corpus

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

code

code exercise: dbscan(ballTree improve) | ctr(ftrl) | text classification(bayes..) | kmeans | general LR |..

deep-reinforcement-learning-survey

My Exploration on Deep Reinforcement Learning Survey

deepctr

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

deepgbm

Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.

dmtk

Microsoft Distributed Machine Learning Toolkit

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

dssm

DSSM and Multi-View DSSM

dssm-1

dssm-lstm

The LSTM-DSSM model refering to the paper: Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval

ftrl

follow-the-regularized-leader implemented by java, with an example using criteo dataset.

ftrl-1

A Java version of ftrl algorithm

ftrl_proximal_lr

Multithreaded Asynchronous FTRL Proximal Implementation

gbdt

A GBDT(MART) and LambdaMART training and predicting package

han

Hierarchical Attention Network for Document Classification

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

jieba

结巴中文分词

k-vim

vim配置

kaggle-avazu

Code for the 3rd place finish for Avazu Click-Through Rate Prediction