Hanlp中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
Stars: ✭ 24,626 (+53434.78%)
Mutual labels: text-classification, hanlp
Ml ProjectsML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Stars: ✭ 127 (+176.09%)
Mutual labels: text-classification, svm
TextClassification基于scikit-learn实现对新浪新闻的文本分类,数据集为100w篇文档,总计10类,测试集与训练集1:1划分。分类算法采用SVM和Bayes,其中Bayes作为baseline。
Stars: ✭ 86 (+86.96%)
Mutual labels: text-classification, svm
Sarcasm DetectionDetecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
Stars: ✭ 73 (+58.7%)
Mutual labels: text-classification, svm
text-classification-cn中文文本分类实践,基于搜狗新闻语料库,采用传统机器学习方法以及预训练模型等方法
Stars: ✭ 81 (+76.09%)
Mutual labels: text-classification, svm
HiGitClassHiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)
Stars: ✭ 58 (+26.09%)
Mutual labels: text-classification
TorchBlocksA PyTorch-based toolkit for natural language processing
Stars: ✭ 85 (+84.78%)
Mutual labels: text-classification
CaverCaver: a toolkit for multilabel text classification.
Stars: ✭ 38 (-17.39%)
Mutual labels: text-classification
monkeylearn-javaOfficial Java client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Java apps.
Stars: ✭ 23 (-50%)
Mutual labels: text-classification
HOG-Pedestrian-DetectorMATLAB implementation of a basic HOG + SVM pedestrian detector.
Stars: ✭ 43 (-6.52%)
Mutual labels: svm
DeepClassifierDeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.
Stars: ✭ 25 (-45.65%)
Mutual labels: text-classification
ml经典机器学习算法的极简实现
Stars: ✭ 130 (+182.61%)
Mutual labels: svm
text2classMulti-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT
Stars: ✭ 15 (-67.39%)
Mutual labels: text-classification
NewsMTSCTarget-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
Stars: ✭ 54 (+17.39%)
Mutual labels: text-classification
ExtendedMorphologicalProfilesRemote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles
Stars: ✭ 32 (-30.43%)
Mutual labels: svm