from sklearn.metrics import accuracy_score, classification_report # 下载必要的资源 nltk.download('punkt') nltk.download('stopwords') # 示例数据 data = {'text': ["I love programming.", "Python is great for data science.", "I dislike bugs in the code.", "Machine learning is fascinating....
Python (Runtime) Python documentation Python samples - Single label classification Python samples - Multi label classification Responsible AI An AI system includes not only the technology, but also the people who will use it, the people who will be affected by it, and the environment in which ...
File "E:\Eprogramfiles\Anaconda3\lib\site-packages\sklearn\metrics\_classification.py", line 1950, in classification_report raise ValueError( ValueError: Number of classes, 7, does not match size of target_names, 10. Try specifying the labels parameter Process finished with exit code 1 === ...
TextClassification-Keras 这个代码仓库使用 Keras 框架实现了多种用于文本分类的深度学习模型,其中包含的模型有:FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant 等等。除了模型实现,还附带了简化的应用程序。 English documents 中文文档 向导 环境 使用说明 模型 FastText TextCNN ...
Chinese-Text-Classification Github项目地址: https:///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_Attention, DPCNN, Transformer 预训练模型:Bert,ERNIE ...
Python SDK v2 REST API CLI (v2) commands CLI (v2) YAML schemas Overview Core syntax Workspace Environment Data MLTable Model Schedule Compute Job Command Sweep Pipeline Parallel Automated ML Forecasting command job YAML schema Automated ML Image Classification ...
nlp machine-learning text-classification python3 pytorch embeddings classification fine-tuning state-of-the-art latent-space bert-model bert-embeddings xlnet distilbert bert-fine-tuning large-language-models llm Updated Jul 22, 2024 HTML BioinfoNet / Data-mining Star 5 Code Issues Pull requests ...
Text Classification Multi-Label: 多标签文本分类 一、简介 1. 多元分类 多分类任务中一条数据只有一个标签,但这个标签可能有多种类别。比如判定某个人的性别,只能归类为"男性"、"女性"其中一个。再比如判断一个文本的情感只能归类为"正面"、"中面"或者"负面"其中一个。
print(classification_report(y_test, y_pred,target_names=my_tags)) 达到80%了! 深度学习框架下的词袋 BOW with Keras 最后,我们将使用Python的深度学习框架Keras来进行文本分类 以下代码主要参考一个Google的workshop,感兴趣的童靴可以仔细研究代码,步骤说明都有清晰注释,这里就不展开讨论了哈 import itertools imp...
#Bert-Chinese-Text-Classification-Pytorch [](https://github.com/996icu/996.ICU/blob/master/LICENSE) 中文文本分类,Bert,ERNIE,基于pytorch,开箱即用。 ##介绍 模型介绍、数据流动过程:~~还没写完,写好之后再贴博客地址。~~ 工作忙...