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ad-papers

Papers on Computational Advertising

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-toxic-comments-multilabel

Multilabel classification for Toxic comments challenge using Bert

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

caffe2

Caffe2 is a cross-platform framework made with expression, speed, and modularity in mind.

chatscript

Natural Language tool/dialog manager

deepctr

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

deepctr-torch

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

deeplearningbook

MIT Deep Learning Book in PDF format

easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

easyrec

A framework for large scale recommendation algorithms.

kaggle-quora-question-pairs

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

leetcode

machinelearning

Basic Machine Learning and Deep Learning

models

Models and examples built with TensorFlow

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

rnnmodel

tensorflow

sentiment

tech_aarticle

主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看过的，就先罗列一下，然后之后看了把解读更新上；涉及到搜索/推荐/自然语言处理。

tensorflow

Computation using data flow graphs for scalable machine learning

torch7

http://torch.ch

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

xinray.github.io

zh_cnn_text_classify

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）