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ad-papers

Papers on Computational Advertising

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

ann-presentation

Various gfx for a presentation at NYC ML meetup

annoy

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

bert

TensorFlow code and pre-trained models for BERT

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

ctr_predict

some learning of ctr prediction

deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deepwalk

DeepWalk - Deep Learning for Graphs

documentclassification

This code implements a simple CNN model for document classification with tensorflow.

dssm

faiss

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

familia

A Toolkit for Industrial Topic Modeling

fasttext

Library for fast text representation and classification.

fasttext-pv

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

fasttext_doc2vec

fasttext_java

Java port of c++ version of facebook fasttext

glove

GloVe model for distributed word representation

hnsw

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

infersent

InferSent sentence embeddings

k-nrm

K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling

keras

Deep Learning for humans

keras-docs-zh

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

lda

Three open source versions of LDA with collapsed Gibbs Sampling, modified by nanjunxiao

learning

machine-learning-yearning

Translation of <Machine Learning Yearning> by Andrew NG

matchzoo

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

ml-nlp

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。

mytest

一个测试的小例子！

nlp-papers

Natural Language Processing Papers