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:
- Credit score card, using "Give me some credit" dataset, with detailed describe in chinese.☆11Jul 13, 2020Updated 6 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
- 基于规则、基于朴素贝叶斯、基于逻辑回归进行文本情感极性分析判断（酒店评论语料）☆34May 7, 2023Updated 3 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
- 基于lstm，word2vec做的豆瓣网电影评论情感分析，后期会进行整理并使用textcnn☆15Aug 9, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 一个简单的京东商品评论爬虫、处理、可视化、情感分析与模型评估实践☆15Dec 28, 2020Updated 5 years ago
- 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
- 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
- 利用python，进行数据爬虫、数据处理、数 据分析和数据可视化，是一个比较好的练手小项目☆15Mar 7, 2018Updated 8 years ago
- 基于pytorch的不平衡数据的文本分类☆12Dec 26, 2021Updated 4 years ago
- Winner system (USTC-NELSLIP) of SemEval 2022 MultiCoNER shared task on 3 tracks (Chinese, Bangla, Code-Mixed).☆14Nov 15, 2022Updated 3 years ago
- 中国知网文献爬虫☆13Jul 30, 2017Updated 9 years ago
- 知网维普爬虫☆10Jul 30, 2019Updated 7 years ago
- Gender Detection From Facial Features using various methods like Eigenfaces,K-means,PCA then SVM☆11Dec 14, 2016Updated 9 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 利用Bert获取中文字、词向量☆10Jan 18, 2022Updated 4 years ago
- CORL 2019: Model Based Planning with Energy Based Models☆11May 16, 2025Updated last year
- A multi-label approach of the SMOTE algorithm☆10Aug 6, 2024Updated 2 years ago
- dbn with smote 增强☆11Apr 12, 2019Updated 7 years ago
- Simple Transformers四种任务(分类、命名实体识别、机器阅读理解、语言模型微调)的代码样例，可以切换多种预训练模型。☆23Jun 7, 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 template with essential code to start on datascience competition☆12May 23, 2019Updated 7 years ago
- A Collection of Useful Notebooks to help in Feature Engineering.☆10Nov 27, 2020Updated 5 years ago
- Build your app on AI capabilities, not on providers. AbstractCore is one abstraction layer over open-source and cloud models: it understa…☆11Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow☆26Sep 30, 2017Updated 9 years ago
- 对用户进行聚类分析和可视化呈现☆20Mar 1, 2019Updated 7 years ago
- Interactive ROC Curves using plotly☆10Jul 3, 2020Updated 6 years ago
- Deformation Styles using Spline Skinning☆14Aug 2, 2015Updated 11 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
- Natural Perturbation for Robust Question Answering☆12Apr 7, 2020Updated 6 years ago
- Open-source synthetic distribution utility dataset (Sisyphean Power & Light) for ML/AI experimentation, algorithm development, and power …☆13Sep 22, 2026Updated last month
- A simple realization of face antispoofing using LBP features and SVM.☆10May 10, 2019Updated 7 years ago
- This repo includes projects and assignments made within the Machine Learning Summer Bootcamp.☆14Nov 6, 2022Updated 4 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.
- 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
- 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
- ☆10Jul 30, 2025Updated last year
- A project to reproduce network performance results from Google BBR paper (Specifically Figure 8)☆11Jun 7, 2017Updated 9 years ago
- The objective of this project is to develop a Monte Carlo simulation model for portfolio optimization to maximise an investor's max retur…☆13Dec 7, 2023Updated 2 years ago
- 学习 TensorFLow 线性&逻辑回归 多层感知机 神经网络 自编码 循环神经网络 优化记录☆22May 28, 2019Updated 7 years ago
- 一个中国知网的爬虫工具，给定作者，可以获得该作者的所有文献的题录☆14Mar 3, 2019Updated 7 years ago