以京东评论作为数据集，使用常见的机器学习算法如KNN、SVM、逻辑回归、贝叶斯、xgboost等等算法进行分类。使用深度学习中的CNN、RNN、CNN和RNN连接、Bi-GRU、bert模型进行分类。使用fastnlp的框架搭建文本分类。
☆31Jul 2, 2020Updated 6 years ago
Alternatives and similar repositories for TextClassifierMLAndDLByBertOrFastnlpDemo
Users that are interested in TextClassifierMLAndDLByBertOrFastnlpDemo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 包括数据清洗转换，使用包括机器学习和深度学习模型的训练，包括LSTM，GRU，Attention，Transformer，BERT，Satcking技术，传统的RF，XGBoost，GBDT，AdaBoost，SVM，NB模型等☆11Aug 8, 2020Updated 5 years ago
- 近年来，随着微信、微博、市长信箱、阳光热线等网络问政平台逐步成为政府了解民意、汇聚民智、凝聚民气的重要渠道，各类社情民意相关的文本数据量不断攀升，给以往主要依靠人工来进行留言划分和热点整理的相关部门的工作带来了极大挑战。同时，随着大数据技术的发展，建立基于自然语言处理技术的…☆37Jun 28, 2020Updated 6 years ago
- 2019年CCF智能信用评分大赛个人源码库。包含XGboost模型调参，特征筛选，训练等方案。同时包含stacking模型融合方案☆28Apr 20, 2020Updated 6 years ago
- 用XGBoost算法训练信用卡反欺诈预测模型。数据集太大（175MB）超过限制，未能上传，可查询。☆11Mar 13, 2020Updated 6 years ago
- 回归问题是数据挖掘和机器学习中常常出现的问题----本专题以 中国移动用户信用分预测 为例，对比分析几类 常见的回归算法，包括：线性回归、岭回归、贝叶斯岭回归、前馈神经网络、迭代提升树等。☆18Mar 28, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CCF BDCI 2019 互联网新闻情感分析 复赛top1解决方案☆11Jan 9, 2020Updated 6 years ago
- 信贷申请评分☆10Apr 1, 2020Updated 6 years ago
- 基于pytorch的不平衡数据的文本分类☆12Dec 26, 2021Updated 4 years ago
- 知网维普爬虫☆10Jul 30, 2019Updated 6 years ago
- 类别不平衡学习，包括采样、代价敏感学习、决策输出补偿以及集成学习等内容☆38Dec 13, 2020Updated 5 years ago
- A project to reproduce network performance results from Google BBR paper (Specifically Figure 8)☆11Jun 7, 2017Updated 9 years ago
- Gender Detection From Facial Features using various methods like Eigenfaces,K-means,PCA then SVM☆11Dec 14, 2016Updated 9 years ago
- 文本数据增强☆15Apr 10, 2020Updated 6 years ago
- [IJCV] PyTorch implementation of "Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation"☆19Oct 25, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Mar 29, 2022Updated 4 years ago
- 机器学习数据预处理：包括画数据分布图、特征筛选、调参技巧☆12Mar 14, 2024Updated 2 years ago
- A Collection of Useful Notebooks to help in Feature Engineering.☆12Nov 27, 2020Updated 5 years ago
- ☆14Aug 6, 2023Updated 2 years ago
- 关于NGBoost模型以及GBDT相关模型的案例，并包括SHAP模型解释☆11Feb 16, 2021Updated 5 years ago
- 京东评论情感分析模型，主要包括1、数据获取及探索性分析；2、文本预处理、文本分词、文本向量化、特征提取、☆84Jun 4, 2019Updated 7 years ago
- 整理所有特征工程用到的方法，为了复用☆11Jan 11, 2021Updated 5 years ago
- 基于attention的CNN文本分类☆15Dec 8, 2022Updated 3 years ago
- Natural Perturbation for Robust Question Answering☆12Apr 7, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 关于综合评价一个评分卡模型的方法总结（附代码）☆75Feb 17, 2019Updated 7 years ago
- A simple realization of face antispoofing using LBP features and SVM.☆10May 10, 2019Updated 7 years ago
- Twitter sentiment analysis part 5: Tfidf vectorizer, model comparison, lexical approach☆12Feb 27, 2018Updated 8 years ago
- 校园二手交易平台管理系统☆19Jul 16, 2022Updated 4 years ago
- This repo includes projects and assignments made within the Machine Learning Summer Bootcamp.☆14Nov 6, 2022Updated 3 years ago
- Official repository of the paper Face Presentation Attack Detection by Eacavating Causal Clues and Adapting Embedding Statistics☆14Aug 29, 2023Updated 2 years ago
- ☆16Sep 3, 2018Updated 7 years ago
- 基于大众点评美食数据的django空间分析及可视化网站☆15May 31, 2019Updated 7 years ago
- 2018黑色星期五销售数据分析及用户画像、购买力预测报告☆15May 8, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 中文文本主题提取，并根据主题，对预测文本进行分类☆12May 18, 2020Updated 6 years ago
- 百度点石KDD 上下文感知多模式交通方式推荐 第23名解决方案☆12Jul 9, 2019Updated 7 years ago
- Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"☆70Nov 25, 2022Updated 3 years ago
- 二手交易平台，前台vue，后台ssm☆11Dec 16, 2022Updated 3 years ago
- 利用 HMM、BiLSTM-CRF 及 ALBERT 模型进行中文命名实体识别☆23Dec 8, 2022Updated 3 years ago
- ☆15Feb 15, 2018Updated 8 years ago
- pytorch implementation for "Mutual Information Neural Estimation"☆11Dec 13, 2019Updated 6 years ago