wangxggc

rnn-theano

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

seq2seq-1

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

HNMF

Hierarchical Topic Model Implemented by NMF

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

BiMPM

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

CloserLookFewShot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

CNN_sentence

CNNs for sentence classification

datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++

dnn_ctr

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

example_data

generative-models

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

gitignore

A collection of useful .gitignore templates

imllib-spark

lda2vec

LSTM-Classification-Pytorch

Text classification based on LSTM on R8 dataset for pytorch implementation

NLPIR

nvil_example

Reference implementation of the NVIL algorithm for a simple Gaussian Mixture Model

python-snappy

Python bindings for the snappy google library

rcnn-text-classification

Tensorflow Implementation of Recurrent Convolutional Neural Network for Text Classification (AAAI 2015)

ReplicatedSoftmax

Simple replicated softmax implementation based on deeplearning.net Theano RBM

seq2seq

Sequence to Sequence Learning with Keras

spark-ffm

FFM (Field-Awared Factorization Machine) on Spark

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-resnet

ResNet model in TensorFlow

text_classification

all kinds of text classificaiton models and more with deep learning

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

ttc2ttf

convert font ttc format to ttf format using python

TurboTransformers

a fast and user-friendly tool for transformer inference on CPU and GPU

VDCNN

Tensorflow and Keras Implementation of Very Deep Convolutional Neural Network for Text Classification