此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

Natural Language Processing Papers

InferSent sentence embeddings

General purpose unsupervised sentence representations

A python tool for evaluating the quality of sentence embeddings.

100+ Chinese Word Vectors 上百种预训练中文词向量

TensorFlow code and pre-trained models for BERT

A library for efficient similarity search and clustering of dense vectors.

Deep Learning for humans

Chinese (zh-cn) translation of the Keras documentation.

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

A general-purpose encoder-decoder framework for Tensorflow

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

DeepWalk - Deep Learning for Graphs

Header-only C++/python library for fast approximate nearest neighbors

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

Benchmarks of approximate nearest neighbor libraries in Python

GloVe model for distributed word representation

all kinds of text classificaiton models and more with deep learning

Library for fast text representation and classification.

Translation of <Machine Learning Yearning> by Andrew NG

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently us…

A Toolkit for Industrial Topic Modeling

PVDM, PVDBOW, doc2vec, sentence2vec, "Distributed Representations of Sentences and Documents ICML'14".

Sequence to sequence learning using TensorFlow.

Some meaningless nscripter tools.