Ray's repositories

DeepCTR-Torch

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

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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

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DeepCTR

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

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EasyRec

A framework for large scale recommendation algorithms.

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Recommender-System-with-TF2.0

Recurrence the recommender paper with Tensorflow2.0

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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。

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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

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pytorch-transformers

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

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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

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bert-as-service

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

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bert-toxic-comments-multilabel

Multilabel classification for Toxic comments challenge using Bert

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bert

TensorFlow code and pre-trained models for BERT

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EasyML

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

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models

Models and examples built with TensorFlow

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kaggle-quora-question-pairs

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

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Ad-papers

Papers on Computational Advertising

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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)

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rnnModel

tensorflow

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DeepLearningBook

MIT Deep Learning Book in PDF format

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keras

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

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tensorflow

Computation using data flow graphs for scalable machine learning

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caffe2

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

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ChatScript

Natural Language tool/dialog manager

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MachineLearning

Basic Machine Learning and Deep Learning

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torch7

http://torch.ch

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