Search Results - RepositoryStats

543

1.8k

mit

72

Text Classification Algorithms: A Survey

deep-learning random-forest decision-trees text-processing rocchio-algorithm boosting-algorithms deep-belief-network deep-neural-network logistic-regression text-classification k-nearest-neighbours nlp-machine-learning naive-bayes-classifier document-classification support-vector-machines dimensionality-reduction conditional-random-fields recurrent-neural-networks convolutional-neural-networks hierarchical-attention-networks

Created 2018-07-06

231 commits to master branch, last one 18 days ago

bert_language_understanding brightmart

211

964

unknown

47

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

nlp textcnn fasttext bert-model pre-training language-model self-attention transfer-learning question-answering text-classification transformer-encoder language-understanding document-classification attention-is-all-you-need

Created 2018-10-23

101 commits to master branch, last one 6 years ago

hedwig castorini

125

595

apache-2.0

19

PyTorch deep learning models for document classification

pytorch deep-learning document-classification

Created 2019-03-10

269 commits to master branch, last one 2 years ago

hierarchical-attention-networks ematvey

148

465

mit

28

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

nlp tensorflow deep-learning machine-learning document-classification hierarchical-attention-networks

Created 2017-01-22

35 commits to master branch, last one 7 years ago

Hierarchical-attention-networks-pytorch vietnh1009

104

394

unknown

5

Hierarchical Attention Networks for document classification

cnn han nlp python python3 pytorch deeplearning deep-learning text-classification deep-neural-networks nlp-machine-learning document-classification hierarchical-attention-networks

Created 2019-01-31

1 commits to master branch, last one 6 years ago

pyss3 sergioburdisso

44

341

mit

19

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

nlp xai data-mining text-mining text-labeling ss3-classifier interpretability interpretable-ml machine-learning text-classification early-classification artificial-intelligence document-categorization document-classification sentence-classification multilabel-classification machine-learning-algorithms natural-language-processing interpretable-machine-learning explainable-artificial-intelligence

Created 2019-11-11

404 commits to master branch, last one 3 months ago

HDLTex kk7nc

65

272

mit

17

HDLTex: Hierarchical Deep Learning for Text Classification

gpu dataset tensorflow text-mining deep-learning science-dataset text-classification deep-neural-networks information-retrieval document-classification recurrent-neural-networks hierarchical-deep-learning convolutional-neural-networks

Created 2017-09-19

269 commits to master branch, last one 6 months ago

DataTurks DataTurks

124

266

apache-2.0

8

ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.

ner java annotation-tool image-captioning image-processing document-annotate image-segmentation image-classification document-classification

Created 2019-01-29

22 commits to master branch, last one 4 years ago

banglabert csebuetnlp

32

241

unknown

8

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining an...

bert mbert bangla-nlp banglabert bengali-nlp xlm-roberta bert-fine-tuning textual-entailment multilingual-models emotion-classification document-classification named-entity-recognition sentiment-classification bangla-language-processing natural-language-inference bengali-language-processing bangla-natural-language-processing bengali-natural-language-processing

Created 2021-09-06

25 commits to master branch, last one 2 years ago

textclf luopeixiang

39

240

mit

5

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

svm bert drnn dpcnn glove pytorch textcnn textrnn word2vec configurable neuralclassifier sklearn-classify sentiment-analysis logistic-regression cnn-text-classification document-classification lstm-text-classification

Created 2019-03-24

18 commits to master branch, last one 2 years ago

Text-Classification Renovamen

29

148

mit

3

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

cnn han nlp lstm textcnn fasttext transformer bilstm-attention text-classification document-classification hierarchical-attention-networks

Created 2020-06-16

18 commits to master branch, last one 3 years ago

ID-DocumentRecognition-SDK-Windows MiniAiLive

69

84

unknown

5

MiniAiLive Intelligent ID OCR for Reliable Identity Verification From document verification to data entry, our MiniAiLive OCR solution can help transform your identity verification process.

kyc-api automation biometrics idcard-ocr on-premise onboarding mrz-scanner document-ocr driver-license idverification barcode-scanner id-verification nfc-card-reader passport-reader ekyc-verification id-document-reader document-classification

Created 2024-06-12

31 commits to main branch, last one 10 days ago

ID-DocumentRecognition-SDK-Linux MiniAiLive

64

82

unknown

10

MiniAiLive Intelligent ID OCR for Reliable Identity Verification From document verification to data entry, our MiniAiLive OCR solution can help transform your identity verification process.

kyc-api biometrics idcard-ocr on-premise onboarding mrz-scanner document-ocr authentication driver-license idverification barcode-scanner nfc-card-reader passport-reader ekyc-verification id-document-reader document-classification

Created 2024-06-13

31 commits to main branch, last one 10 days ago

Character-level-cnn-pytorch vietnh1009

17

54

mit

5

Character-level CNN for text classification

nlp pytorch deep-learning character-level-cnn text-classification deep-neural-networks nlp-machine-learning document-classification natural-language-processing

Created 2019-01-31

6 commits to master branch, last one 3 years ago

detectron2-publaynet JPLeoRX

7

48

other

3

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

python python3 pytorch publaynet detectron2 faster-rcnn deep-learning neural-network computer-vision document-layout layout-analysis neural-networks machine-learning object-detection document-analysis instance-segmentation artificial-intelligence document-classification document-layout-analysis

Created 2021-09-14

33 commits to master branch, last one 2 years ago

bert-han Hazoom

9

45

apache-2.0

2

Hierarchical-Attention-Network

han nlp bert python3 pytorch bert-model deeplearning deep-learning bert-embeddings text-classification pytorch-implementation document-classification natural-language-processing heirarchical-attention-networks

Created 2020-07-12

56 commits to master branch, last one 4 years ago

publaynet-models CaseDrive

2

27

other

2

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

python python3 pytorch publaynet detectron2 faster-rcnn deep-learning neural-network computer-vision document-layout layout-analysis neural-networks machine-learning object-detection document-analysis instance-segmentation artificial-intelligence document-classification document-layout-analysis

Created 2023-04-16

32 commits to master branch, last one 3 years ago