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abcnn

Implmentiaion of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

annoy

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

ansj_seg

ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

anyq

FAQ-based Question Answering System

apriori

A ruby/c extension to Christian Borgelt's apriori item-set implementation

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

caffe

Caffe: a fast open framework for deep learning.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fasttext

Library for fast text representation and classification.

gbdt

gensim

Topic Modelling for Humans

github-nlp-progress

gradientdescent

Gradient descent algorithms for linear and logistic regression

graphchi-cpp

GraphChi's C++ version. Big Data - small machine.

gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

hcluster

Hierarchical Clustering

huang_et_al_2012

Code used in "Improving Word Representations via Global Context and Multiple Word Prototypes" by Huang et al. 2012 (unofficial repo)

language-style-transfer

lark

LAnguage Representations Kit

learning

leetcode

LeetCode Problems' Solutions

logistic-regression-sgd-mapreduce

A Python implementation of binary regularized logistic regression with stochastic gradient descent, packaged as scripts for use with Hadoop streaming

maxent

Maximum Entropy Modeling Toolkit for Python and C++

models

Models built with TensorFlow

models-1

Model configurations

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

namas

Neural Attention Model for Abstractive Summarization

nqg

neural question generation for reading comprehension

paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.