hinanmu/tensorflow-learning

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hinanmu/tensorflow-learning

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Reading note from 《Tensorflow实战google深度学习框架第2版》

MLKNN

The implementation of the paper 'Ml-knn: A Lazy Learning Approach to Multi-Label Learning' in Pattern Recognition 2006

C2AE_tensorflow

Tensorflow implementation of the paper 'Learning Deep Latent Spaces for Multi-Label Classifications' in AAAI 2017

BPMLL

The implementation of the paper 'Multilabel neural networks with applications to functional genomics and text categorization' in TKDE 2006

RankSVM

implement an multi-label algorithm by ranking system through SVM

LEAD

The implementation of the paper 'Multi-label learning by exploiting label dependency' in KDD 2010, an algorithm for multi-label by exploiting label dependency through bayesian network(DAG)

CompilerTheoryExperiment

编译原理实验，实现词法分析器，LL1，LR1文法

BinaryRelevance-Based

The implementation of the paper 'Classifier chains for multi-label classification' in ML 2011 and 'Bayes optimal multilabel classification via probabilistic classifier chains' in ICML 2010. BR-based multi-label algorithm(BR,CC,ECC,PCC)

multi-label-papers

about multi-label papers

HFUT_AutoDoExam

合工大试题库自动答题

CAMEL

The implementation of the paper 'Collaboration based Multi-Label Learning' in AAAI 2019

machine-learning-coursera-exam

coding exam of machine learning course in coursera.org

LabelCombination-Based

The implementation of the paper 'Random k-labelsets for multi-label classification' in TKDE 2011

NN-based

The implementation of the paper 'Large-scale multi-label text classification —revisiting neural networks' in ECML, an algorithm for multi-label by revising simple neural networks(add ReLU, AdaGrad, Dropout)

MLALP

PyTorch implementation of "Generating Multi-label Adversarial Examples by Linear Programming", IJCNN 2020.

Mail

基于POP3，SMTP协议的邮件收发Android客户端

WordFrequencyCount

PAT

浙大计算机程序设计能力考试(PAT)题目练习

SegmentChWord

使用HMM模型实现中文分词

LSDR

The implementation of the paper ‘Feature-aware label space dimension reduction for multi-label classification’ in NIPS 2012 and 'Multi-Label classification with principal label space transformation' in Neural Computation 2012