Sklearn Hierarchical Classification
Hierarchical classification module based on scikit-learn's interfaces
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Nlp Journey | 1,563 | 5 months ago | 3 | April 29, 2020 | apache-2.0 | Python | ||||
| Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0. | ||||||||||
| Time Series Transformers Review | 1,519 | 7 months ago | 3 | mit | ||||||
| A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series. | ||||||||||
| Graph Adversarial Learning Literature | 772 | 4 months ago | ||||||||
| A curated list of adversarial attacks and defenses papers on graph-structured data. | ||||||||||
| Awesome Anomaly Detection | 411 | 3 years ago | ||||||||
| A complete list of papers on anomaly detection. | ||||||||||
| Text Classification Surveys | 380 | 2 years ago | 1 | Python | ||||||
| 文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。 | ||||||||||
| Bird Recognition Review | 203 | 7 months ago | ||||||||
| A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions | ||||||||||
| Unify Emotion Datasets | 189 | 2 years ago | 4 | mit | Python | |||||
| A Survey and Experiments on Annotated Corpora for Emotion Classification in Text | ||||||||||
| Deep Survey Text Classification | 177 | 6 years ago | mit | HTML | ||||||
| The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras. | ||||||||||
| Sklearn Hierarchical Classification | 131 | | 1 | 1 | 4 years ago | 5 | January 09, 2020 | 13 | apache-2.0 | Python |
| Hierarchical classification module based on scikit-learn's interfaces | ||||||||||
| Tutorialbank | 85 | a year ago | HTML | |||||||
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