pytorch-textclassification是一个以pytorch和transformers为基础,专注于文本分类的轻量级自然语言处理工具包。支持中文长文本、短文本的多类分类和多标签分类。 目录 数据 使用方式 paper 参考 数据 数据来源 所有数据集均来源于网络,只做整理供大家提取方便,如果有侵权等问题,请及时联系删除。 baidu_
E:\other\lightvit\Chinese-Text-Classification-PyTorch\pytorch_pretrained\optimization.py:275: UserWarning: This overload of add_ is deprecated: add_(Number alpha, Tensor other) Consider using one of the following signatures instead: add_(Tensor other, *, Number alpha) (Triggered internally at C:...
E:\other\lightvit\Chinese-Text-Classification-PyTorch\pytorch_pretrained\optimization.py:275: UserWarning: This overload of add_ is deprecated: add_(Number alpha, Tensor other) Consider using one of the following signatures instead: add_(Tensor other, *, Number alpha) (Triggered internally at C:...
基于pytorch进行文本多分类,主要模型为双向LSTM,预测准确率83%. Contribute to tin-shine/TextClassification development by creating an account on GitHub.
4. PyTorch实现 Paper:Convolutional Neural Networks for Sentence Classification 近年来,深度学习模型在计算机视觉 (Krizhevsky et al., 2012)和语音识别(Graves et al., 2013)方面取得了显著的成果。在自然语言处理中,许多深度学习方法的工作都涉及通过神经语言模型学习单词向量表示(Bengio et al., 2003; Yih et...
nlpmachine-learningtext-classificationpython3pytorchembeddingsclassificationfine-tuningstate-of-the-artlatent-spacebert-modelbert-embeddingsxlnetdistilbertbert-fine-tuninglarge-language-modelsllm UpdatedJul 22, 2024 HTML Data mining to discover trends in Open Science in Kenya ...
pytorch 1.1 tqdm sklearn tensorboardX pytorch_pretrained_bert(预训练代码也上传了, 不需要这个库了) 中文数据集 我从THUCNews中抽取了20万条新闻标题,已上传至github,文本长度在20到30之间。一共10个类别,每类2万条。数据以字为单位输入模型。 类别:财经、房产、股票、教育、科技、社会、时政、体育、游戏、娱...
Chinese-Text-Classification-PyTorch Chinese-Text-Classification Github项目地址:https://github.com/JackHCC/Chinese-Text-Classification-PyTorch 作者:JackHCC中文文本分类,基于pytorch,开箱即用。神经网络模型:TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attentio python sed 数据集 Bag of Tricks for Efficient Text...
GPU available: True, used: True TPU available: None, using: 0 TPU cores LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2,3] [NeMo W 2021-01-20 19:49:30 exp_manager:304] There was no checkpoint folder at checkpoint_dir :/home/user/tlt-pytorch/nlp/text_classification/entrypoint/nemo_...
This dataset contains 50-dimensional, 100-dimensional and 200-dimensional pre trained word vectors. For 300-dimensional word vectors and additional information, please see the project website. Acknowledgements This data has been released under the Open Data Commons Public Domain Dedication and License...